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[mitsumi1]

Asp.Net Core Security. Novice To Consecrated
Published 11/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 606.49 MB | Duration: 0h 52m

Learn to think like ethical hacker about your ASP.NET application security

What you'll learn
Learn about ASP and .NET built-in security mechanisms
Enforce Transport Layer Security and HSTS to prevent network sniffing
Write code in Razor syntax to prevent malicious script implant injection
Familiarize with GET and POST methods in Hyper Text Transfer Protocol (HTTP)
Familiarize with Web Parameter Tampering and Overposting attacks
Create good user password policy for application
Familiarize with Cross-Site Request Forgery (CSRF/XSRF) attacks
Learn what is Open Redirect vulnerability
Simulate Path Traversal attack scenario in laboratory environment
Create honeypot traps in web app to mislead unethical hackers
Use serialization and deserialization mechanisms wisely
Learn about Forced Browsing technique
Requirements
You should have basic understanding of C# language syntax
You should be able to download and run sample ASP and .NET project in Visual Studio
Description
Welcome to ASP.NET Core Security course for .NET 7 and newer!These materials are essential knowledge about ASP.NET built-in protection mechanisms plus we will learn to think like a hacker and this is our first step towards defensive programming and increased security of created applications. In the laboratory we will use sample application in ASP.NET technology with various vulnerabilities to simulate attack scenarios and other experiments.When you look at the course length, then you can see that these materials are knowledge concentrate.We learn how to enforce Transport Layer Security encryption to protect against network traffic sniffing. Next we look at sharp Razor syntax and how it protects us from malicious implant injection. Then we return to fundamentals like GET and POST methods of HTTP and how to create more secure controller actions in ASP and .NET technology.Most of lectures are ethical hacking of our vulnerable application sample.We will experiment with:Parameter Tampering,Overposting Attack,Password Policy,Cross-Site Request Forgery (CSRF/XSRF),Open Redirect Attack,Path Traversal Attack,Honeypot Example,Insecure Deserialization,Forced Browsing Technique and more!Enable Closed Captions (CC) for better accessibility and here we go!Do not forget that you have my online technical assistance.
Overview
Section 1: Introduction
Lecture 1 Introduction
Section 2: ASP.NET Core and MVC Security
Lecture 2 Misconfiguration Protection
Lecture 3 Network Traffic Sniffing
Lecture 4 Malicious Implant Injection
Lecture 5 Safe Methods
Lecture 6 Parameter Tampering
Lecture 7 Password Policy
Lecture 8 Cross-Site Request Forgery (CSRF/XSRF)
Lecture 9 Open Redirect Attack
Lecture 10 Path Traversal Attack
Lecture 11 Honeypot Example
Lecture 12 Insecure Deserialization Mechanism
Lecture 13 Forced Browsing Technique
Section 3: Extras
Lecture 14 Vulnerable ASP.NET App Sample
Students learning ASP that want to focus on security of their apps,Students bored with creating basket for e-commerce web apps,Future cybersecurity specialists,Beginner ASP and .NET developers

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[mitsumi1]

Aws Cdk: A Comprehensive Guide | Typescript
Published 11/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.23 GB | Duration: 5h 9m

Practical learning on AWS CDK Features - Constructs, Apps, Stacks, Resources & many more, with examples in TypeScript.

What you'll learn
Developing CDK Applications
Apps, Stacks and Constructs
Configuring AWS Environments
Managing & Referencing AWS Resources
Bundling CDK Assets
Tagging CDK Constructs
Using CDK Aspects
Defining permissions in CDK
Testing CDK Applications
Implementing Best Practices

Requirements
Worked with at least one technology/service offered by Amazon Web Services (AWS)
Basic understanding in Typescript

Description
AWS Cloud Development toolkit, which is most often termed as CDK lets you build IaC (infrastructure as a code) applications with the expressive power of a programming language. CDK framework is available with Javascript, Typescript, Python, Java, Go and .Net. As the name suggests, AWS CDK is offered by AWS - Amazon Web Services. This course brings you a practical learning to learn AWS CDK features and Concepts including Constructs, Apps, Stacks, Resources & much more. Here is the quick overview on the course structure - 1. We will start with the AWS CDK basics, where we will understand the core components and constructs of CDK, supporting technologies like AWS CloudFormation and CDK CLI - the interface for CDK applications.2. In the next section, we will develop our first CDK application. This will help you accustom, the bare minimum needed to develop any CDK application. This includes the pre-requisites, setup information, APIs, code structure, CLI commands, etc.3. At this stage you will be comfortable grasping the CDK concepts, which we will target one by one. For each of the CDK concepts, a section is dedicated, where you will understand the concept in detail. These concepts include (but not limited to)- Constructs - Apps- Stacks- Environments- Resources- Tags- Assets- Permissions- Context- Aspects 4. Once you understand all the concepts. We will focus on testing CDK applications.5. Followed by best practices to develop CDK applications.6. In the Next section we will conclude the course with references, summary and the next steps.7. I have also added an optional section of examples, where you will find the CDK examples specific to some of the AWS technologies.Please note that all the CDK examples are written in Typescript.

Overview
Section 1: Introduction

Lecture 1 CDK Overview

Lecture 2 Course Overview

Section 2: Basics

Lecture 3 Optional Concepts

Lecture 4 Optional: AWS CloudFormation - 101

Lecture 5 How does CDK Work?

Lecture 6 Optional: AWS CLI - 101

Lecture 7 AWS CDK CLI

Lecture 8 References

Section 3: Developing first CDK App

Lecture 9 AWS Pre-requisites

Lecture 10 Setup: AWS CLI

Lecture 11 Setup: AWS CDK

Lecture 12 Setup: Typescript

Lecture 13 Optional: AWS S3 - 101

Lecture 14 Developing first CDK App

Lecture 15 References

Section 4: Constructs

Lecture 16 Constructs

Lecture 17 Optional: AWS Lambda - 101

Lecture 18 Demo - Using L1 Constructs

Lecture 19 Demo - Using L2 Constructs

Lecture 20 Demo - Using L3 Constructs

Lecture 21 Creating your own Construct

Section 5: Apps & Stacks

Lecture 22 Apps

Lecture 23 Stacks

Lecture 24 Demo: Creating Multiple Tasks

Lecture 25 Demo: Grouping Multiple Tasks

Lecture 26 Demo: Nested Stacks

Lecture 27 Stacks API

Section 6: Environments

Lecture 28 Environments

Lecture 29 Demo: Environments using Profiles

Lecture 30 Demo: Environments with Code

Lecture 31 Demo: Environments with Environment Variables

Section 7: Resources

Lecture 32 Resources & Identifiers

Lecture 33 Referencing Resources

Lecture 34 Demo: Referencing resources inside the same stack

Lecture 35 Demo: Referencing resources in different stacks

Lecture 36 Removal Policy

Lecture 37 Demo: Removal Policy

Section 8: Tags

Lecture 38 Tagging

Lecture 39 Demo: Tag Resources

Lecture 40 Demo: Tag Resources with Priority

Lecture 41 Advanced Tagging

Section 9: Assets

Lecture 42 Assets

Lecture 43 Demo: AWS S3 Assets

Lecture 44 Demo: Docker Image Assets : Notes

Lecture 45 Optional: AWS ECR - 101

Lecture 46 Optional: AWS Fargate - 101

Lecture 47 Optional: AWS ECS - 101

Lecture 48 Demo: Docker Image Assets

Section 10: Permissions

Lecture 49 CDK Permissions: Grants

Lecture 50 CDK Permissions: Roles & Policies

Lecture 51 CDK Permissions : Notes

Section 11: Context

Lecture 52 Context Overview

Lecture 53 Demo: Context and Caching

Lecture 54 Context for Custom Configuration

Lecture 55 Reference

Section 12: Additional Concepts

Lecture 56 Aspects

Lecture 57 Demo: Assets

Section 13: Testing

Lecture 58 Testing CDK Applications

Lecture 59 Demo: Basic Testing

Lecture 60 Demo: Testing with Match

Lecture 61 Demo: Testing Snapshots

Section 14: Best Practices

Lecture 62 Best Practices: Code & Repository

Lecture 63 Best Practices : CDK Constructs

Lecture 64 Best Practices : CDK Application

Section 15: Conclusion & References

Lecture 65 API Reference

Lecture 66 AWS CDK Examples

Lecture 67 Constructs Hub & AWS Solution Constructs

Lecture 68 Demo Code Examples

Lecture 69 Conclude

Section 16: Examples

Lecture 70 AWS Fargate: Sample Implementation using AWS CDK

Lecture 71 AWS ECS and EC2 : Sample Implementation using AWS CDK

Software Professionals interested in defining Infrastructure as Code with AWS CDK and Typescript

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[mitsumi1]

Banish Fear: Living Fearlessly For All Levels
Published 11/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 485.79 MB | Duration: 1h 29m

The Mini-Course

What you'll learn
Understand the science behind fear and how fear can sometimes generalize and what that means,
Reflect on personal experiences and past fears and the advantages to doing so. As well as learning the importance of identifying fear triggers.
Explore the role of past fears in improving decision-making and developing coping strategies.
Define activation and its role in triggering intense emotional responses. Learn methods for identifying personal fears. Discover strategies for tackling fear.
This course provides a comprehensive understanding of fear, its origins, and how to effectively manage it through self-awareness and coping strategies.
Requirements
The only requirement is that you have felt fear at some point in your life and would like to gain a better understanding as to how to manage it.
Description
Have you ever wondered how "successful" people seem to have no fear?Embark on a life-changing journey with "Banish Fear," meticulously crafted by Luna Fuentes, distinguished Practical Skills Coach and Life Hack Specialist. This course is an essential toolkit for anyone eager to break free from the shackles of fear that affect every aspect of your life. Merging cutting-edge scientific understanding with hands-on practical skills, it's tailored to equip you with the mastery needed to confront and overcome your deepest fears. Structured in five progressive modules, each step of this program builds on the last, ensuring a seamless and empowering educational experience. "Banish Fear" isn't just a course; it's a crucial investment in your personal and professional development, providing you with the confidence and tools to navigate life's challenges fearlessly.· Discover the scientific and psychological foundations of fear. · Build resilience and confidence by learning strategies to face and overcome fears, transforming them into opportunities for personal growth.· Recognize personal fear triggers and patterns, gaining the insight needed to proactively manage and respond to these fears effectively.· Develop practical skills to handle fear in real-life situations.· Create a supportive network and foster emotional connections, understanding the vital role of community and empathy in conquering fears. In the opening module, "Understanding Fear: The Science and Psychology," you'll explore fear's roots, diving into the biological and psychological mechanisms that trigger fear responses. This foundational knowledge sets the stage for the entire course, enabling you to recognize fear as a natural yet often overgeneralized reaction."Understanding Growth: Reflecting on Past Fears," encourages you to examine your personal history with fear. This process of self-examination is not only about understanding fear but also recognizing growth and resilience developed over time. You'll learn to identify fear triggers and view past experiences as opportunities for learning and self-improvement. This module underscores the empowering aspect of acknowledging growth, enhancing self-confidence, and fostering a positive mindset.The third module, "Understanding Activation: Identification of Triggers," focuses on pinpointing specific events, situations, or thoughts that spark fear. This crucial step in fear management involves developing a keen sense of self-awareness and recognizing the often subtle cues that lead to fear responses. By identifying these triggers, you'll gain control over your reactions, transforming fear from an overwhelming force into a manageable challenge. In "Facing Fear: Practical Strategies," the course shifts gears to practical application. Here, you delve into various strategies to confront fear directly. Numerous management mechanisms are presented, offering you a toolkit to tackle fear in real-life scenarios. This hands-on approach ensures that the insights gained from the earlier modules are not just theoretical but also actionable.The final module, "Building Resilience: Tying it All Together," brings closure to the course by emphasizing the importance of resilience in managing fear. You'll learn how resilience, a skill that can be nurtured and strengthened, is crucial in facing and triumphing over fears.Throughout the course, Luna Fuentes' expertise shines, providing a balance of scientific understanding and spiritual insights. The course is unique in its holistic approach, merging cognitive and emotional learning with actionable steps. Upon completion, you'll not only have a deeper understanding of fear and its mechanisms but also possess a suite of practical tools and strategies to effectively manage and overcome fears. This empowering journey equips you with the skills to transform fear from a hindering force into a catalyst for growth and self-improvement, fostering resilience and confidence in your personal and professional life.
Overview
Section 1: Introduction
Lecture 1 Introduction to Banish Fear
Section 2: Understanding Fear: The Science and Psychology
Lecture 2 Understanding Fear: The Science and Psychology
Section 3: Understanding Growth: Reflecting on Past Fears
Lecture 3 Understanding Growth: Reflecting on Past Fears
Section 4: Understanding Activation: Identification of Triggers
Lecture 4 Understanding Activation: Identification of Triggers
Section 5: Facing Fear: Practical Strategies
Lecture 5 Facing Fear: Practical Strategies
Section 6: Building Resilience: Tying it All Together
Lecture 6 Building Resilience: Tying it All Together
Section 7: BONUS VIDEO
Lecture 7 Bonus Video
This course is designed for individuals who are seeking a deeper understanding of fear, its psychological mechanisms, and practical strategies to effectively manage and overcome it.,This course caters to a wide range of individuals who are eager to gain a deeper understanding of fear, harness its transformative potential, and navigate their emotional landscape with greater confidence and self-assuredness. Whether you're on a personal growth journey or seeking to help others overcome their fears, this course provides a valuable roadmap to achieve those goals.

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[mitsumi1]

Banking | Everything You Need To Know
Published 11/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.50 GB | Duration: 0h 56m

Learn everything banks offer: products and services offered, how they work, account protection, insurance, & more

What you'll learn
Introduction to banking
How checking account transactions work
Credit and debit transactions
All the methods of use of bank accounts
Saving accounts
Certificate of deposits
Everything about interest rates | Simple, Compound, APY, APR, and more
How to protect your money from fraud
FDIC insurance and how it works

Requirements
No prior education or experience required: we have you covered from A-Z

Description
After taking this short yet insightful course you will understand exactly what products and services banks offer, how to use them, how to keep your money safe, how interest rates work, and beyond.MMU was strategically created to ensure financial confidence - for the rest of your life.AWARDS► Education 2.0 Outstanding Global Leadership Recipient (1 of 100)► Global Heal Awardee for Brilliance in EducationIn this course you will learn everything you need to know about bank products, services, uses, insurance on your money, fraud, and safety.Topics covered include:How checking accounts workDebit and credit transactions explainedChecks, money orders, cashiers checksOnline banking, bill pay, ZelleHow saving accounts workHow interest rates work (APY, APR, compound, and simple interest)Bank statementsTips from a top ranker banker.and more!You will also learn inside tips and tricks from an expert regarding bank services and how to maintain confidence in your accounts for the. rest of time. The course is created in bite sized videos that get straight to the point. We don't believe in wasting anybody's time by talking excessively into the camera - we believe in providing true, succinct, valuable content that will help impact and improve our students lives.Our courses were designed with your best future in mind. Prepare for an interactive, challenging, and transformative experience toward a better future.About the founder Tevan Asaturi:Tevan was born in Zurich, Switzerland, into a family who lived in a hostel and later immigrated penniless to the United States. Growing up in a poor and distressed environment, Tevan decided at a young age that he would not continue his adult life this way. Tevan Asaturi took it upon myself to learn everything that he could about finance and money, and more importantly - he paid it forward to as many people as he could. Tevan's fascination, knowledge, and experience grew from about the age of 10 - when he started to keep a budget of gift money in his Dr. Seuss address book.Tevan is well versed in the realm of both finance and life and uses his expertise to challenge peoples philosophy of growth and help them create an optimal future. Tevan is the Managing Director of Asaturi, where he provides strategic solutions to people and businesses who know they deserve more. His experience includes providing consult for Fortune clients, managing portfolios for the rich and the poor, founding non-profit and for-profit companies, and contributing through ongoing charitable work. Tevan earned his MBA and certification in Technology Commercialization from the University of Southern California, a certification in Advanced Analytics and AI from Northwestern's Kellogg School of Management, and his Bachelors degree in Business Economics from the University of California, IrvineIn my 20+ years serving the rich, the poor, start ups, and Fortune 500 companies I learned financial literacy is an everyone problem. This program is the solution.- Tevan Asaturi, Founder & CEO

Overview
Section 1: Banking

Lecture 1 Introduction

Lecture 2 Checking Accounts | Overview

Lecture 3 Checking Accounts | Understanding Transactions

Lecture 4 Checking Accounts | Methods of Use

Lecture 5 Savings Products | Savings Accounts

Lecture 6 Savings Products | Certificate of Deposits

Lecture 7 Interest Rates | Simple, Compound, APY, APR, and more

Lecture 8 Fraud and Security

Lecture 9 FDIC

Those who want to understand all products and uses of banking,Those interested in learning how interest rates an effect their lives

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[mitsumi1]

Blue Prism (Ad01) Certified Developer Essential Training
Published 11/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.45 GB | Duration: 1h 40m

Master Blue Prism: Unlock RPA, Advanced Automation Strategies & Successful Transformation. Blue Prism (AD01) Exam Prep.

What you'll learn
Understand the fundamentals of Robotic Process Automation (RPA) and its role in modern business.
Gain a deep understanding of the components and architecture of Blue Prism.
Create Blue Prism projects and comprehend the essentials of Blue Prism objects.
Design effective business objects in Blue Prism.
Implement error and exception handling strategies for robust automation solutions.
Implement reusability strategies for efficient development.
Learn debugging and logging techniques to enhance the reliability of automated processes.
Manage Blue Prism environments and infrastructure effectively.
Explore advanced Blue Prism concepts, including exception handling strategies.
Integrate Blue Prism with other systems for seamless business processes.
Understand the structure of the Blue Prism certification exam.
Gain tips and insights for success in the certification process.
Understand the next steps in the journey of mastering Blue Prism and RPA.
and much more
Requirements
Willingness or Interest to learn about Blue Prism (AD01) Certified Developer and Exam Preparation
Description
Welcome to Mastering Blue Prism, A Comprehensive Guide to Robotic Process Automation (RPA) Development, Best Practices, and Certification Preparation, your gateway to becoming a proficient Blue Prism developer and RPA expert .Blue Prism Certified Developer is a designation awarded to individuals who have demonstrated proficiency and expertise in developing automation solutions using the Blue Prism Robotic Process Automation (RPA) platform. This certification is a testament to a developer's knowledge, skills, and practical experience in creating efficient and effective automated processes within the Blue Prism environment .In this course, we embark on a journey that begins with a solid foundation in Robotic Process Automation (RPA). Discover the essence of RPA in modern business landscapes and understand the pivotal role it plays in enhancing operational efficiency .Dive deep into the world of Blue Prism, a leading RPA platform, as we unravel its architecture and components. Learn about the Blue Prism process lifecycle, database structures, and gain a holistic overview of the Control Room, the nerve center of your automation initiatives .We delve into the practical aspects of Blue Prism development. Walk through the process of creating a Blue Prism project, understand the intricacies of Blue Prism objects, and explore the nuances of working with processes and work queues .Explore the realm of application modeling, guiding you through the design of efficient business objects, the creation of object actions, and the handling of data and work queue items. Develop expertise in error and exception handling to ensure your automation solutions are robust and reliable .Navigate the landscape of automation best practices with lectures on naming conventions, reusability strategies, debugging, and logging. Explore the crucial aspect of security in Blue Prism to safeguard your automated processes and data .Dive into the deployment and management phase of Blue Prism. Understand the various deployment models, grasp the essentials of the environment and infrastructure, and learn effective resource management. Dive into version control and release management to ensure smooth transitions and updates in your automation projects .Learn about advanced Blue Prism concepts, covering exception handling strategies, Excel automation, integration with other systems, and exploring advanced features and use cases that push the boundaries of what RPA can achieve .Preparation for the Blue Prism certification exam is a key focus in the latter part of the course. Gain insights into the exam structure, content, and receive valuable tips for success that will boost your confidence as you approach certification .Mastering Blue Prism is not just a course, it's a comprehensive learning experience designed to equip you with the expertise needed to thrive in the dynamic field of Robotic Process Automation .Blue Prism Certified Developer credential signifies that an individual has a solid foundation in Blue Prism RPA, understands the platform's architecture, and can apply best practices in creating automation solutions. It also validates the developer's capability to design, build, and troubleshoot Blue Prism processes, making them a valuable asset in organizations adopting or utilizing Blue Prism for business process automation .Join us in Mastering Blue Prism and unlock the full potential of RPA for yourself and your organization .Thank you .IMPORTANT before enrolling:This course is not intended to replace studying any official vendor material for certification exams, is not endorsed by the certification vendor, and you will not be getting the official certification study material or a voucher as a part of this course .
Overview
Section 1: Introduction to Blue Prism RPA
Lecture 1 What is Robotic Process Automation (RPA)?
Lecture 2 The Role of RPA in Modern Business
Lecture 3 Understanding Blue Prism
Section 2: Blue Prism Architecture
Lecture 4 Blue Prism Components and Architecture
Lecture 5 The Blue Prism Process Lifecycle
Lecture 6 Blue Prism Database and Data Stores
Lecture 7 Blue Prism Control Room Overview
Section 3: Blue Prism Development Basics
Lecture 8 Creating a Blue Prism Project
Lecture 9 Understanding Blue Prism Objects
Lecture 10 Working with Blue Prism Processes
Lecture 11 Blue Prism Work Queues
Section 4: Blue Prism Application Modelling
Lecture 12 Designing Blue Prism Business Objects
Lecture 13 Building Object Actions
Lecture 14 Data Items and Work Queue Items
Lecture 15 Error and Exception Handling
Section 5: Blue Prism Automation Best Practices
Lecture 16 Blue Prism Naming Conventions
Lecture 17 Reusability in Blue Prism
Lecture 18 Debugging and Logging
Lecture 19 Security in Blue Prism
Section 6: Blue Prism Deployment and Management
Lecture 20 Blue Prism Deployment Models
Lecture 21 Blue Prism Environment and Infrastructure
Lecture 22 Managing Blue Prism Resources
Lecture 23 Version Control and Release Management
Section 7: Advanced Blue Prism Concepts
Lecture 24 Blue Prism Exception Handling Strategies
Lecture 25 Blue Prism Excel Automation
Lecture 26 Integrating Blue Prism with Other Systems
Lecture 27 Advanced Features and Use Cases
Section 8: Blue Prism Certification Preparation
Lecture 28 Understanding the Blue Prism Certification Exam
Lecture 29 Tips for Success in the Certification Exam
Section 9: Conclusion and Next Steps
Lecture 30 Next Steps in Your Blue Prism Journey
Beginners in RPA: Individuals who are new to Robotic Process Automation and want to establish a strong foundation in Blue Prism. The course covers fundamental concepts and gradually progresses to more advanced topics.,RPA Developers: Experienced RPA developers looking to enhance their skills specifically in Blue Prism. The course provides insights into Blue Prism's architecture, development basics, and advanced concepts to deepen their expertise.,Business Analysts: Professionals involved in business analysis who want to understand how RPA, particularly Blue Prism, can be leveraged to optimize business processes. The course covers practical aspects of application modeling and automation best practices.,Automation Enthusiasts: Individuals with a keen interest in automation and technology, regardless of their background. The course offers a comprehensive overview of Blue Prism, allowing enthusiasts to understand and explore the capabilities of RPA.,IT Professionals: IT professionals seeking to diversify their skill set by delving into the field of Robotic Process Automation. The course covers deployment models, infrastructure management, and other IT-related aspects of Blue Prism.,Those Pursuing Blue Prism Certification: Individuals preparing for the Blue Prism certification exam. The course provides not only the necessary knowledge but also tips and insights for success in the certification process.,Business Leaders and Managers: Executives and managers interested in understanding how RPA can be strategically applied in their organizations. The course covers the role of RPA in modern business and explores deployment and management strategies.,Whether you're a novice eager to explore the world of automation or an experienced professional aiming to sharpen your Blue Prism skills, this course offers a comprehensive and structured learning path to meet your specific needs.

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[mitsumi1]

Build Next-Gen Mobile Spatial Computing Apps
Published 11/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.45 GB | Duration: 4h 13m

Master RealityKit, ARKit, SwiftUI and AI frameworks, in preparation for the next 'iPhone moment'.

What you'll learn
Master Apple Spatial Computing Frameworks (RealityKit and ARKit)
Create AI Powered Apps Using CoreML And CreateML
Create beautiful UI using SwiftUI
Integration With Native iOS Frameworks
Build a full-stack iOS spatial computing app
Requirements
Basic understanding of programming fundamentals (classes, functions, variables).
Experience with Swift programming language would be beneficial but not neccessary.
A MacBook and an iOS device with a front-facing TrueDepth camera. See hardware and software requirements free preview session, for more details.
Description
Back in 2008, Steve Jobs unveiled the iPhone and soon after, there was an "App Gold Rush". Demand high, supply low and prepared developers rode the wave!The 'App Era' might be over, but the next big thing is in the making - spatial computing, which Apple introduced to the world with its Vision Pro headset.Yes, it is a pricey device but remember, this is just the start. With a more affordable 'Vision Pro Glasses' in the making, the next 'iPhone moment' would happen any time this decade. Will you be ready by then, to ride the wave and create killer apps for it?Now is the time to prepare and no, you don't need to spend $3k+ on a Vision Pro headset: instead, you can learn the same skillsets and frameworks used for visionOS development, using just your phone.That is what this course is for - to help you get your foot in the ladder into the world of Apple Spatial Computing, so you can be prepared for the next 'iPhone moment'.What you will learn?Master Spatial Frameworks: Learn the fundamentals of ARKit and RealityKit, the foundations of Apple Spatial Computing. Topics covered include: face tracking, architecture, video materials, 3D text and many more. Learning these gears you up for visionOS development too, as they use the same frameworks.Create AI Based Apps: Learn to use Apple AI frameworks like CoreML and CreateML, to train and integrate your own machine learning models into your app. More specifically, you will be using the magic of AI to build a hand-gesture based user interfaceBuild A "Value-Adding" App: You will be building David Goggin's accountability mirror in AR, an app that has real-world value and not just another "AR for AR sake app". This will teach you how to break down a large problem into smaller pieces, and build an idea one feature at a time.Unleash Your Creativity: This is not a 'copy-paste' style online course. We will put heavy emphasis on the fundamentals: e.g. app architecture, AR fundamentals, writing clean code and more. By the end, you should feel confident building your own ideas out and not just copy-paste templates!Who is this course for?Developers who want to master the spatial computing skill-stack, without investing in a pricey Vision Pro headset.Students who want to learn a software stack with high future potential.Forward looking individuals who wants to prepare for the 'Next Big Skill' in tech.Who am I?I am a 3D first iOS Engineer. I have experience building software for healthcare, ed-tech and futuristic industries like spatial computing, in addition to a PhD in Brain Computer Interfacing. I have also published a book on spatial computing 'The Next Big Skill' and on the side, run an Apple Spatial Computing themed Youtube channel, with over 75 videos uploaded to date.Check Out What Others Have To Say"This course really got me going quickly with a cool practical AR project. It's got me excited to learn more Swift and Reality based apps." - Blade, Ex-Google/Apple/Amazon Product Professional"If you are starting or even if you have some self-taught experience (I am the latter), this course is a great match. It provides a great and practical overview of what is possible with Apple's developer tools and gives you the knowledge you need to move forward by yourself. Nikhil is also very good at explaining technical concepts by providing visuals and explanations of how the different packages work together. If you have been thinking of starting iOS development (for mixed reality or not), I really recommend this course, it is the perfect start for your developer journey! "- Luigi Ditrono, Product Manager"I have completed the course till the CoreData module so far, and I must say that the level of detail provided throughout the course is truly impressive. Each topic was explained meticulously, leaving no room for confusion. As a newcomer to this subject, I found the course to be an excellent starting point for my learning journey. "- Yashraj, University StudentDon't believe them, try it out for yourself and prepare for the "Next Big Skill" in tech!
Overview
Section 1: Introduction
Lecture 1 The Big Why: "The Next iPhone Moment"
Lecture 2 Hardware and Software Requirements
Lecture 3 Setting Up Your Dev Environment
Lecture 4 What You Will Be Building?
Section 2: Creating The User Interface Using SwiftUI
Lecture 5 SwiftUI For Dummies
Lecture 6 Getting Started With SwiftUI
Lecture 7 Adding An ARView In SwiftUI
Lecture 8 Building Your Own Custom Buttons
Lecture 9 Designing the Add Goals Screen
Lecture 10 Designing the Goals Display Screen
Lecture 11 iOS 16 Update: Change Background Colour
Lecture 12 A Simple Design Hack Using Colour Theory
Lecture 13 Revamping And Refreshing Our App Design
Section 3: App Architecture And Data Persistence
Lecture 14 Core Data For Dummies
Lecture 15 Creating A Database Manager
Lecture 16 Adding Persistence Using Core Data
Lecture 17 The MVVM App Architecture
Lecture 18 Applying MVVM To Our App
Lecture 19 State Objects vs Observed Objects
Section 4: Adding Face Tracking Using RealityKit
Lecture 20 RealityKit Architecture For Dummies
Lecture 21 Face Tracking Fundamentals (Part 1)
Lecture 22 Face Tracking Fundamentals (Part 2)
Lecture 23 Anchoring 3D Text On Your Forehead
Lecture 24 Using Video Materials For Text Animations
Lecture 25 Swipe Detection And Dynamic Text Generation (Part 1)
Lecture 26 Swipe Detection And Dynamic Text Generation (Part 2)
Lecture 27 Polishing Up The UX!
Section 5: Machine Learning For Hand Gesture Detection
Lecture 28 Machine Learning For Dummies
Lecture 29 Introduction To CoreML And CreateML
Lecture 30 Gathering Training Data For Hand Gestures
Lecture 31 Using CreateML To Train A Hand Gesture Model
Lecture 32 Creating A Machine Learning Manager
Lecture 33 Integrating The CoreML Model Into The App
Section 6: Conclusion
Lecture 34 Get The Full Source Code
Lecture 35 Where To Go From Here?
Lecture 36 Bonus Lecture
Developers curious about Apple Spatial Computing,Developers who wants to learn cutting edge AI and spatial computing frameworks,Aspiring developers who want to get their 'foot in the door' into the world of spatial computing.

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[mitsumi1]

Business Performance And Art Therapy
Published 11/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.33 GB | Duration: 1h 25m

Improve performance of your business by applying art therapy

What you'll learn
How to improve overall performance of the business by using Art Therapy
Improve team building
Reduce stress at work
Stimulate creativity
Improve emotional intelligence
Resolve conflicts at work
Requirements
Nil
Description
Initially your reaction might be: "Art? Art Therapy? How can that improve my business performance?" or it might even be "Art? I'm not interested in art. I'm interested in sales, profits, making $millions!"Art Therapy can indirectly contribute to improved business performance by addressing key factors that influenceProductivityEfficiencyCostsSalesOverall motivationAll of these factors are part of a business and all affect profitThis course uses art therapy and focuses on five key areas1. Stress Reduction2. Team Building3. Creativity and Innovation 4. Emotional Intelligence5. Conflict Resolution Your Instructor has many courses in Business/Economics and also Art Therapy. By combining knowledge from both, the course presented will enable you to improve your overall business performance. BUT! this is not a cure-all. Business performance is affected by the external environment (Economics, Social, Legal, Environmental, Political, Technological) as much as the internal. The art therapy exercises here, when done, will affect the internal environment especially in the functions of Finance, Marketing, HRM and ProductionAccompanying this course is a course manual for you to print out and distribute in your organisationOne more thing: the relevance of each exercise to the specific area is explained but the time for the exercise can be adapted to suit lunch-break, mid-afternoon, course seminar etcYou are always encouraged to participate in the Q/A and share the results!
Overview
Section 1: Introduction
Lecture 1 Introduction
Section 2: Areas of influence and setting the scene
Lecture 2 Areas of influence
Lecture 3 Setting the scene
Section 3: Art Therapy exercises for Business
Lecture 4 Mindful doodling
Lecture 5 Colour your mood
Lecture 6 Collaborative mural
Lecture 7 Famous murals
Lecture 8 Two team artistic challenge
Lecture 9 Imaginary team project
Section 4: Emotional intelligence
Lecture 10 Emotional intelligence
Lecture 11 How art therapy improves Emotional Intelligence
Lecture 12 The Emotion wheel
Lecture 13 The Gratitude Doodle
Lecture 14 Conflict at work
Lecture 15 Bridge building
Lecture 16 Mask-making
Lecture 17 The Unfinished Story
Lecture 18 The Personality Portrait (and conclusion)
All employers,Line managers,Small business owners,Individual employees,Recuiters

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[mitsumi1]

Cash Flow Cycle Time
Published 11/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.31 GB | Duration: 1h 20m

How to Make More Cash to Splash

What you'll learn
What is cash flow cycle time
How to measure cash flow cycle time
The importance of comparison and benchmarking
How to improve your cash flow cycle time an put more cash in your pocket

Requirements
No fancy requirements. Just come with the attitude to learn!

Description
In today's dynamic and fiercely competitive business landscape, the ability to effectively optimize your cash flow cycle time has emerged as an indispensable factor for not only achieving sustainable growth but also ensuring long-term profitability. This comprehensive course has been meticulously designed with the aim of equipping a diverse audience, including enterprising entrepreneurs, small business proprietors, financial experts, and individuals keen on enriching their financial proficiency, with the indispensable knowledge and competencies required to proficiently manage cash flow.Throughout the duration of this course, you can anticipate delving deeply into several critical facets that underpin the realm of cash flow cycle time optimization:What is cash flow cycle timeHow to measure cash flow cycle timeThe importance of comparison and benchmarkingHow to improve your cash flow cycle time an put more cash in your pocketBy the end of this course, you'll have the skills and confidence to optimize your cash flow cycle time, leading to better financial stability, improved decision-making, and a stronger competitive advantage in your industry. Enroll today to take control of your cash flow and secure the financial future of your business.Note: This course was developed during the COVID-19 pandemic with the original intention of releasing it in early 2021. However, like many others, our plans were disrupted by the pandemic. We are now in a position to refocus our efforts on creating and distributing informative, educational, and valuable course content to individuals around the world.

Overview
Section 1: Introduction

Lecture 1 Introduction & Framework

Lecture 2 What is Cash Flow Cycle Time (CFCT)

Lecture 3 How to Measure Your Cash Flow Cycle Time

Lecture 4 Comparisons and Benchmarks

Lecture 5 Part A: Improving Your CFCT and Putting More Cash in Your Pocket

Lecture 6 Part B: Improving Your CFCT and Putting More Cash in Your Pocket

Lecture 7 Conclusion and Certificate of Completion

Business owners (big and small),Managers

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[mitsumi1]

Civil & Criminal Bench & Jury Trials
Published 11/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.89 GB | Duration: 4h 28m

All aspects of civil & criminal bench and jury trials from commencing the action through trial and post-judgment relief.

What you'll learn
Learn how a civil and criminal case is initiated, filing requirements and service of process
Learn how to prepare for trial using a Case Plan and Trial Notebook
Learn how to prepare and make opening statements, question witnesses, introduce exhibits, and make objections
Learn about the motion for directed verdict and how to prepare a closing arument
Requirements
No experience or prerequisites are required to taking this course
Description
What's included in this course? This course covers everything from commencing a legal action (the Complaint in civil cases and the Charging Document in criminal cases), discovery (interrogatories, request for production of documents, notice to produce, request for admissions, depositions, criminal consolidated discovery motions), preparing for trial (case plan, trial notebook, consolidated pre-trial orders), mediation in civil cases, plea negotiations in criminal cases, jury trials versus bench trials, jury selection (juror profiles, voir dire, general and individual questioning, strikes for cause and peremptory strikes), opening statements, courtroom conduct and appearance, questioning witnesses (direct & cross examination, as well as, improper questions), making objections, introducing exhibits (laying foundations), using social media at trial to win your case, impeaching witnesses, motion for directed verdict, using technology at trial, closing arguments and post judgment relief, motions for new trial, notice of appeal, appellate briefs and petitions for a writ of habeas corpus. Material in this course covers both civil and criminal matters and includes real case examples and trial strategies! Over 27 years of trial experience are compacted into this course! And this course is created for anyone who would like to learn the ins-and-outs of a bench or jury trial (civil or criminal)!
Overview
Section 1: Introduction
Lecture 1 Introduction
Section 2: Commencing the Action
Lecture 2 Jurisdiction & Venue
Lecture 3 The Complaint & Charging Document
Lecture 4 Service of Process, Answer & Counterclaim, Default Judgment
Section 3: Discovery
Lecture 5 Interrogatories, Social Media & The Motion to Compel
Lecture 6 Request for Production of Documents & Notice to Produce
Lecture 7 Request for Admissions
Lecture 8 Third Party Discovery
Lecture 9 Depositions
Lecture 10 Consolidated Discovery Motions
Lecture 11 Open Records Request
Lecture 12 Motion for Summary Judgment
Section 4: Trial Preparation
Lecture 13 Bench Trial versus Jury Trial
Lecture 14 Case Plan
Lecture 15 Mediation & Pre-Trial Conferences
Lecture 16 Plea Negotiations in Criminal Cases
Lecture 17 Consolidated Pre-Trial Order in Civil Cases
Lecture 18 The Trial Notebook
Lecture 19 The Decision Whether to Testify in Criminal Cases
Lecture 20 Jury Charges, Voir Dire (Jury Selection) and Jury Strikes
Section 5: Courtroom Conduct & Appearance / Invoking the Rule of Sequestration
Lecture 21 Courtroom Conduct, Appearance & Invoking the Rule of Sequestration
Section 6: Motion to Dismiss for Want of Prosecution
Lecture 22 Making a motion to dismiss if the Plaintiff / Prosecutor is absent or unprepared
Section 7: Burden of Proof
Lecture 23 What is the burden of proof that the Plaintiff or Prosecutor must meet
Section 8: Public Speaking / Overcoming Fear
Lecture 24 How to overcome anxiety and fear while speaking before a Judge or Jury
Section 9: Opening Statement
Lecture 25 Preparing for and making an opening statement before a Judge or Jury
Section 10: Questioning Witnesses
Lecture 26 Emotions in Court
Lecture 27 Direct & Cross Examination of Witnesses, and Impeaching Witnesses
Lecture 28 Preparing Witness Questions
Lecture 29 Objections During Questioning
Section 11: Introducing Exhibits
Lecture 30 Laying Foundations
Lecture 31 Introducing Exhibits & Using Technology At Trial
Section 12: Motion for Directed Verdict
Lecture 32 Making a motion for directed verdict
Section 13: Closing Argument
Lecture 33 How to prepare for and make a closing argument at the conclusion of trial
Lecture 34 Courtroom Conduct, Appearance, Invoking the Rule
Section 14: Post Judgment Relief
Lecture 35 Motion for New Trial, Notice of Appeal, Writ of Habeas Corpus
Section 15: Conclusion
Lecture 36 Final Words
Lecture 0 Other available courses
This course is for anyone who desires to learn the ins-and-outs of a civil or criminal bench or jury trial

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[mitsumi1]

Creating Your Own Web Service Without Coding Using Chatgpt
Published 11/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 4.30 GB | Duration: 3h 7m

Unlock AI-Powered Web Development: Explore ChatGPT, Build Web Services, No Coding Required

What you'll learn
Build a functional web service from the desktop and up to deployment using NodeJS, Express, React, mongoDB, Amazon and Cloudflare
Build web service without the need for coding but with help of ChatGPT
Understand the fundamentals of full-stack development with a focus on a "light" level of complexity
Successfully deploy your web service to a live server, making it accessible to users on the internet
Requirements
You only need to know basic programming, like variables and conditional statements. Everything else will be included in the course
Description
Welcome to the course, "Creating a Web Service Without Coding With ChatGPT - Light level of Full-Stack" I'm Gunnycoding, I run an online coding education platform called GGULCoding, and I am also YouTube Creator with over 160,000 subscribers. On my channel, I mainly post videos about computer science and coding.Through this curriculum, we will explore how to create a web service without coding using AI, all the way from the pure desktop up to website deployment.The history of coding isn't that long, but its paradigm has continuously changed by timeAbout 20-30 years ago, when many people started programming, if they are to program something, they had to build almost everything from scratch, they got minimal libraries like stdio, stdlib etc, so about 10% are already there, and they had to make other 90% by hand.Then, as languages evolved and a massive amount of coding data accumulated over time, especially since Python language gets popular, things got a bit easier.about 60-70% was already there. if you look up on Google, there are tens of thousands of libraries, and you'd pick what you need, and simply learn how to use them, and then create the remaining 30%. This was a significant shift in the programming paradigm.And after 2022, and we've got stuff like Copilot and these chatbot AIs like ChatGPT. Now it feels like almost everything's there for you - like 95-99% of it. all you need to do is to ask them a code, and placing them in right positionSo, through this course, I want to show you what it's like when 99% is done and you're doing just 1%. We'll go through the process of creating a web service starting from the scratch and upto deployment so everyone can use itI feel like we're entering an era where, as a programmer, creativity and imagination are becoming more important than the ability to craft mathematical or logical algorithmsIT IS CODING WITHOUT CODINGIf we were to briefly break down the steps of creating a web service, it looks something like this:Planning - Backend - Database - Frontend + CSS - Deployment - Marketing, Monetization, etcAll these steps are what it takes to make a single web service, and it looks pretty complicated for one person to handle all of them, but good news is that, It's been simplified nowadays, and when someone does all of this, that's what we call a "full-stack developer"In this curriculum, you can get a taste of a full-stack developer's life by trying out the whole thing by ourselvesEverything is included, Starting from Pure Desktop upto Web-Service DeploymentKey Technologies Used in this Course:Backend > NodeJS with ExpressFrontend > ReactDatabase > MongoDBDeployment > Amazon Web Services Lambda and Cloudflare PagesBy the end of this course, you'll have the skills and confidence to create your web services, no coding required
Overview
Section 1: Introduction
Lecture 1 Intro : Welcome To The Course
Lecture 2 Visualizing Program Concepts
Lecture 3 Set up the Development Environment
Section 2: Programming Development
Lecture 4 Backend Code Analysis
Lecture 5 Frontend Code Analysis
Lecture 6 Connecting Frontend and Backend I
Lecture 7 Connecting Frontend and Backend II
Lecture 8 Setting up the Database
Lecture 9 Finalize the Features
Lecture 10 Beautify the Frontend
Lecture 11 Adding Minor Features Prior to Deployment
Section 3: Deploy to the World
Lecture 12 Frontend Deployment
Lecture 13 Domain Shopping
Lecture 14 Backend Deployment
Lecture 15 Deployed Code Analysis
Lecture 16 Finalizing Features and Security Check
Section 4: Outro
Lecture 17 Wrapping up the Course
This course is designed for beginners with basic programming knowledge who want to create web services with AI features without extensive coding

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[mitsumi1]

Data Analysis Using Pandas In Python : Learn By Exercise
Published 11/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 3.36 GB | Duration: 4h 10m

Learn to analyze data, run SQL commands, create pivot table on pandas dataframe, filter / sort dataframe, derive fields

What you'll learn
Rapidly start using Python for Data Analysis with Pandas
Learn to use SQL with Pandas Dataframe
Learn data operations like merge, sort, append
Learn by seeing workout examples
Learn to develop Histogram, Box Plot, Pie Chart, Bar chart, Line Chart
Learn to interact with SQLlite database from Python
Learn Linear regression, chi square test of independence, Outlier detection etc.

Requirements
The course will train everything from scratch and in a simplified manner for data analysis purpose
The course is less about Python programming and more about using different packages for data analysis purpose.

Description
The course will follow below structureSection 1: Getting started with PythonThis section explains how to install Aanconda distribution and write first codeAdditionally, a walk through of Spyder PlatformSection 2: Working on DataP02 01A running SQL in pythonP02 01 Understand Data n Add Comments in the codeP02 02 Know Contents of the DataP02 03A Missing Value detection n treatment Part1P02 03B Getting Familar with Jupyter IDEP02 03C treating Numeric Missing value with mean n treating date missing valueP02 03D Creating copy of a dataframe n dropping records based on missing value of a particular fieldP02 03E Replacing missing Value with median or modeP02 04 Filtering data n keeping few columns in dataP02 05 use iloc to filter dataP02 06 Numeric Variable Analysis with Group By n Transpose the resultP02 07 Frequency Distribution count n percentage including missing percentageP02 08 Introduction to function n substring stuffSection 3: working on multiple datasetsP03 01 Creating Dataframe on the run Append concatenate dataframeP03 02 Merging DataFramesP03 03 Remove Duplicates Full or column based Sorting Dataframe Keep First Last Max MinP03 04 Getting row for max value of any column easy way n then through idxmaxP03 05 use idxmax iterrows forloop to solve a tricky questionP03 06 Create derived fields using numerical fieldsP03 07 Cross Tab Analysis n putting reult into another dataframe transpose resultP03 08 Derive variable based on character fieldP03 09 Derive variable based on date fieldP03 10 First Day Last Day Same Day of Last n monthSection 4: Data visualization and some frequently used termsP04 01 Histogram n Bar chart in Jupyter and Spyder P04 02 Line Chart Pie Chart Box PlotP04 03 Revisit Some nitty gritty of PythonP04 04 Scope of a variable global scope local scopeP04 05 Range ObjectP04 06 Casting or Variable type conversion n slicing stringsP04 07 Lambda function n dropping columns from pandas dataframeSection 5: Some statistical procedures and other advance stuffsP05 01 Simple Outlier detection n treatmentP05 02 Creating Excel formatted reportP05 03 Creating pivot table on pandas dataframeP05 04 renaming column names of a dataframeP05 05 reading writing appending data into SQLlite databaseP05 06 writing log of code executionP05 07 Linear regression using pythonP05 08 chi square test of independence

Overview
Section 1: Introduction

Lecture 1 Introduction to the course

Lecture 2 P01_01 : Getting started with Python : Installing Anaconda

Lecture 3 P01_02 : Understand Spyder environment and import external data

Section 2: Working with Data

Lecture 4 P02_01 : Understand data and learn to put comments in the code

Lecture 5 P02_01A : Running SQL commands on python pandas dataframe

Lecture 6 P02_02 : Know Contents of the Data

Lecture 7 P02_03A : Missing Value detection n treatment Part1

Lecture 8 P02_03B : Getting Familiar with Jupyter Notebook IDE

Lecture 9 P02_03C : treating Numeric Missing value with mean & treating date missing value

Lecture 10 P02_03D : copy dataframe n dropping records based on value of a particular field

Lecture 11 P02_03E : Replacing missing Value with median or mode

Lecture 12 P02_04 : Filtering data n keeping few columns in data

Lecture 13 P02_05 : use iloc to filter data

Lecture 14 P02_06 : Numeric Variable Analysis with Group By n Transpose the result

Lecture 15 P02_07 : Frequency Distribution count n percentage including missing percentage.

Lecture 16 P02_08 : Introduction to function n substring stuff

Section 3: Working with multiple DataFrames and derive new fields

Lecture 17 P03_01 : Creating Dataframe on the run Append concatenate dataframe

Lecture 18 P03_02 : Merging DataFrames

Lecture 19 P03_03 : Remove Duplicates Full or coulmn based Sorting Dataframe Keep First

Lecture 20 P03_04 : Getting row for max value of any column easy way n then through idxmax

Lecture 21 P03_05 : use idxmax iterrows forloop to solve a tricky question

Lecture 22 P03_06 : Create derived fields using numerical fields

Lecture 23 P03_07 : Cross Tab Analysis n putting result into another dataframe transpose

Lecture 24 P03_08 : Derive variable based on character field

Lecture 25 P0309 : Derive variable based on date field

Lecture 26 P03_10 : First Day Last Day Same Day of Last n month

Section 4: Data Visualization and Some other frequently used syntax

Lecture 27 P04_01 : Histogram n Bar chart in Jupyter Notebook and Spyder

Lecture 28 P04_02 : Line Chart Pie Chart Box Plot

Lecture 29 P04_03 : Revisit Some nitty gritty of Python programming

Lecture 30 P04_04 : Scope of a variable global scope local scope

Lecture 31 P04_05 : Understand Range Object

Lecture 32 P04_06 : Casting or Variable type conversion n slicing strings

Lecture 33 P04_07 : Lambda function n dropping columns from pandas dataframe

Section 5: Some statistical procedures and other advance stuffs

Lecture 34 P05_01 : Simple Outlier detection n treatment

Lecture 35 P05_02 : Creating Excel formatted report

Lecture 36 P05_03 : Creating pivot table on pandas dataframe

Lecture 37 P05_04 : renaming column names of a dataframe

Lecture 38 P05_05 : Reading writing appending data into SQLlite database

Lecture 39 P05_06 : writing log of code execution

Lecture 40 P05_07 : Linear regression using python

Lecture 41 P05_08 : chi square test of independence

Anyone Interested in using Python for Data analysis purpose,Data Analytics professional,People who want to migrate from other platform like SAS to Python,Data Scientist

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[mitsumi1]

Da Vinci Resolve - Colour Grading For Game & Lighting Artist
Published 11/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 3.73 GB | Duration: 6h 39m

Colour Grading covered from interface, white balance, photography, videography and Unreal Renders including LUT.

What you'll learn
You will learn Basic Da Vinci Resolve including nodes and colour correction of images.
You will learn various workflow tips and hotkeys to improve speed and accuracy
You will learn how to colour grade images and videos of various type to understand different challenges
You will learn about colour management
You will learn about LUT and how to create it in photoshop for Unreal Engine
You will learn Unreal Engine 5 ACES workflow between Da Vinci and Unreal to create video output
Requirements
It is recommended that you have space for the big files and that you know basic unreal engine, however we show how to do most of the things in case you don't.
Description
This course is for anyone looking to improve their technical and artistic skills for Da Vinci Resolve. In this course you will learn the interface in relation to Colour Grading workflow while learning to white balance your photography and videography. As you progress we introduce various videos and images to ensure you can learn the different challenges that arises when grading different time of day, water, skin tone, lighting condition and more. There are quick demonstration teaching how to correct or improve unreal renders as Da Vinci Resolve is a great way to improve your art direction, eye for colour and other important skills relevant for artist, especially lighting artist. Later you get introduction to workflow tips, colour management, Photoshop/Unreal LUT, Unreal/Davinci Aces workflow and LUT for final renders from Unreal into Da Vinci. After finishing this course you can tackle colour grading for photography, videos and 3d renders. Each example will test and educate you in various issues you can stumble upon in the future. These methods were used to greatly improve my art direction and skills for 3D lighting too so I want to make sure other people learn unique ways of improving their skills too. Best of luck.
Overview
Section 1: Introduction
Lecture 1 Introduction
Lecture 2 Media Page
Lecture 3 Edit Page
Lecture 4 Color Page
Lecture 5 Deliver Page
Lecture 6 Cut Page
Section 2: Resources
Lecture 7 Resources to download to follow along
Section 3: Introduction to Nodes
Lecture 8 Serial Node
Lecture 9 Layer Mixer
Lecture 10 Parallel Mixer
Lecture 11 Outside Node
Lecture 12 Key Mixer
Lecture 13 Shared Node
Lecture 14 Timeline Node
Section 4: Introduction to Colour Correction
Lecture 15 Quick Intro to Scopes
Lecture 16 Quick Intro to White Balance
Lecture 17 Understanding Exposure
Lecture 18 Female Caucasian Colour Correction
Lecture 19 Red Hair Biker Girl Colour Correction
Lecture 20 Stair Forest Colour Correction
Lecture 21 Sunset Dock Colour Correction
Lecture 22 Wedding Car Colour Correction
Lecture 23 Prop Colour Correction
Lecture 24 Female Watching Sunset - Video - Colour Correction
Lecture 25 Bartender - Video - Colour Correction
Lecture 26 DJ Outside - Video - Colour Correction
Section 5: Colour Correction Demonstration
Lecture 27 Paragon Colour Correction Demo
Lecture 28 Magic Shop Colour Correction Demo
Lecture 29 Stealth Colour Correction Demo
Lecture 30 Library Colour Correction Demo
Lecture 31 Animal Colour Correction Demo
Lecture 32 The Shield Colour Correction Demo
Lecture 33 The Farmer Colour Correction Demo
Lecture 34 Space Bunker Colour Correction Demo
Section 6: Workflow Tips
Lecture 35 White Balance Tip
Lecture 36 One Colour Tip
Lecture 37 Histogram Tip
Lecture 38 Preset Tip
Lecture 39 Transfer Grade Tip
Lecture 40 Grab Still Screenshot Tip
Lecture 41 Image Wipe Comparison Tip
Lecture 42 Split Image Comparison Tip
Lecture 43 Hotkeys Tips
Section 7: Colour Grading
Lecture 44 Common Colour Grading Tools Used
Lecture 45 Colour Grading Intro
Lecture 46 Hacking Colour Grading
Lecture 47 Boat Colour Grading
Lecture 48 Shark Colour Grading
Lecture 49 Woodcutting Colour Grading
Lecture 50 Farm Colour Grading
Lecture 51 Operation Colour Grading
Lecture 52 Clock Colour Grading
Lecture 53 Berries Colour Grading
Lecture 54 Sunset Sea Colour Grading
Lecture 55 Bath Colour Grading
Lecture 56 Clean Up Advice
Section 8: Colour Management
Lecture 57 Introduction Colour Management
Lecture 58 Optical Illusions
Lecture 59 Human Eye
Lecture 60 The Light
Lecture 61 CIE Colour
Lecture 62 Colour Space
Lecture 63 Example in DaVinci Resolve
Section 9: LUT Grading Workflow for SDR Game
Lecture 64 Importing Unreal sRGB Image into Davinci - sRGB Linear
Lecture 65 Exporting LUT from DaVinci - sRGB Linear
Lecture 66 Applying LUT in Photoshop - sRGB Linear
Lecture 67 Adding LUT into Unreal 5 - sRGB Linear
Lecture 68 Sticking to sRGB Aces for Images
Section 10: Unreal 5 Aces Render Workflow for video/Portfolio
Lecture 69 Downloading OpenColorIO
Lecture 70 Downloading Plugins
Lecture 71 Creating Config File
Lecture 72 Setting up config OCIO
Lecture 73 Setting up Sequencer Shot
Lecture 74 Colour Management Setup in Unreal 5
Lecture 75 Importing EXR Render Into Da Vinci
Lecture 76 Colour Management in Da Vinci
Lecture 77 Exporting Videos
Section 11: Outro
Lecture 78 Outro
Colorist, Lighting Artist, Compositor, VFX, Game Artist

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[mitsumi1]

Design Of Experiments For Mixtures
Published 11/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 720.51 MB | Duration: 1h 36m

Mixture Designs to Optimize Formulations Using R: Simplex Lattice Designs, Simplex Centroid Designs, D-Optimal Designs.

What you'll learn
Understand the differences between factorial designs and mixture designs
Simplex lattice and simplex centroid designs
Simplex augmented designs
Build and analyze mixture designs for three components
Build and analyze mixture designs for four components
Interpret triangular contour plots
Build and analyze mixture design with constrains
Build and analyze D-optimal mixture designs
Requirements
The student must be familiar with the basic concepts of the design of experiments such as
Analysis of variance (ANOVA)
Design of experiments for optimization (response surfaces)
Description
Welcome to "Design of Experiments for Mixtures"!Whether you're a scientist, an engineer, a researcher, or just someone interested in creating, perfecting, or innovating products with mixtures, this course will help you understand the principles of mixture designs.Mixtures are everywhere in our daily lives, from food recipes to pharmaceutical and chemical formulations, and material development. However, optimizing these mixtures is often a challenging task, as they involve multiple components, that interact among themselves to give the final properties of the product. Traditional experimental approaches may not be suitable for a clear understanding of these interactions, which is where the concept of "Design of Experiments" (DOE) specifically tailored to mixtures comes into play. This course will delve into the fundamental principles of mixture designs.We will start our journey by identifying when to use mixture designs instead of a traditional design of experiments approach and learning how to read and interpret plots in triangular coordinates. In the next step, we will learn the best approaches to distributing design points throughout a triangular surface using Simplex Designs. By then, we will be ready to dive into several real Case Studies from the food and pharmaceutical areas, covering different aspects of mixture designs and analysis. Finally, we will see Case Studies where the mixture variables have constraints and cannot vary over the whole mixture space.This is not a beginner course; it's essential to have some previous knowledge of DOE before enrolling on "Design of Experiments for Mixtures".The analysis of the data will be performed using R-Studio. This is not an R course; this way, it is desirable that students have some familiarity with R. The R codes and the data files used in the course can be downloaded, the functions will be briefly explained, and the codes can be easily adapted to analyse the student's data.Any person who performs mixture experiments can benefit from this course, mainly researchers from the academy and the industry, Master and PhD students and engineers.Through a combination of theory and practical examples, you'll gain the skills and knowledge needed to design and analyse experiments with mixtures effectively.
Overview
Section 1: Introduction
Lecture 1 Course Presentation
Lecture 2 Installing R and R Studio
Section 2: Introduction to Mixture Designs
Lecture 3 Why Mixture Designs?
Lecture 4 Understanding Triangular Plots
Lecture 5 Designs for Triangular Plots: Simplex Lattice
Lecture 6 Designs for Triangular Plots: Simplex Centroid
Lecture 7 Models to Fit Mixtures
Lecture 8 Building Mixture Designs in R
Section 3: Mixture Designs with 3 Components
Lecture 9 Introduction to Case Study 1: Formulation of a Mixed Berry Fruit Juice
Lecture 10 Analyzing Mixture Designs in R
Lecture 11 Choosing Among Different Models and Checking Residuals Assumptions
Lecture 12 Building Contour Plots and Interpreting the Results
Lecture 13 Simplex Augmented Designs
Lecture 14 Introduction to Case Study 2: Drug Formulation
Lecture 15 Analyzing a Simplex Augmented Design
Section 4: Mixture Designs with Four Components
Lecture 16 Case Study 3: Optimizing Flavonoid-Rich Mixed Food Formulation
Lecture 17 Analysing a Mixture Design with Four Components
Section 5: Mixtures with Constrains
Lecture 18 Constrained Mixture Designs
Lecture 19 Case Study 4: Development of Omega-3 Loxoprofen-Loaded Nano-Emulsion
Lecture 20 Building a Simplex Lattice A[3,3] design with constrains in R
Lecture 21 Analysing a Simplex Lattice A[3,3] design with constrains in R
Section 6: Mixture Designs for Irregular Polyhedrons
Lecture 22 Introduction to Constrained Designs with Irregular Surfaces
Lecture 23 Building Constrained Designs with Irregular Surfaces in R
Lecture 24 Case Study 5: Analysing Constrained Designs with Irregular Surfaces in R
Section 7: Closing
Lecture 25 Closing Remarks
Researchers;,Graduate students;,Engineers;,Anyone who works with formulations and blends in the chemical, pharmaceutical, cosmetic, food and construction industries.

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[mitsumi1]

Efficient Major Gifts: Strategies For Fundraising Excellence
Published 11/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.70 GB | Duration: 1h 27m

Unlock the potential for increased donor visits, more solicitations and raising millions for your organization.

What you'll learn
Streamline your efforts, avoiding unproductive tasks
Amplify donor interactions with more visits
Gain the confidence to make compelling asks
Raise millions focusing on high-priority prospects
Requirements
No fundraising experience
Description
Efficient major gifts involves a strategic approach where fundraisers concentrate their time and resources on high-potential prospects who are likely to make significant contributions in the near future. This series of videos aims to equip you with the tools to steer clear of unproductive efforts, enabling you to achieve success by increasing your prospect visits, making more effective asks, and giving priority attention to your most promising prospects. In part one, we embark on the journey to transform you into a highly efficient fundraiser. Moving into part two, our attention zeroes in on the critical aspect of securing donor visits, as it's a hallmark of successful fundraisers who consistently exceed their goals. In part three, we dive into the art of soliciting and successfully securing major gifts. Then in part four, we synthesize all the knowledge you've acquired through immersive case studies that trace the entire journey culminating in a major gift. Whether you're a rising star or a seasoned professional, these time-tested methods will invigorate your perspective and most importantly, yield substantial results, driving crucial funds for your organization.Efficient Major Gifts was created by Adam Platzer. With an impressive track record spanning more than 18 years in fundraising, Adam has secured game-changing contributions from alumni, corporations, and parents. Among his achievements is the orchestration, cultivation, and successful closure of a monumental $50 million donation, achieved through collaborative efforts with university leadership. This is the single largest philanthropic contribution in the storied history of RIT.
Overview
Section 1: Setting Up for Efficient Success
Lecture 1 What is Efficient Major Gifts?
Lecture 2 Internal Relationships
Lecture 3 Pathway to a Gift
Lecture 4 Avoiding Unproductive Work
Lecture 5 The Prospect Tracker
Lecture 6 Planned Persistence
Section 2: Get More Visits
Lecture 7 Finding Prospect Leads
Lecture 8 Emails that Get a Response
Lecture 9 Stop Getting Ghosted
Lecture 10 Preparing for a Visit
Lecture 11 The Best Visit Questions
Lecture 12 Rapid Follow-up is King
Lecture 13 Value Engagement
Section 3: Make More Asks
Lecture 14 Making the Ask
Lecture 15 Closing Strategies
Lecture 16 Get Bigger Gifts
Lecture 17 Stewardship
Section 4: Major Gift Case Studies
Lecture 18 The Executive
Lecture 19 The Entrepreneur
Lecture 20 The Athlete
Lecture 21 The Trustee
Lecture 22 The Unengaged Alumnus
Lecture 23 The Parents
Fundraisers in higher education

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[mitsumi1]

Elevate Coding Skills By Embracing A Human-Centric Approach
Published 11/2023
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.59 GB | Duration: 1h 3m

Master software craftsmanship, write quality code, advance career with a human-centric approach to software development

What you'll learn
Master the Principles of Software Craftsmanship: Master software craftsmanship principles for clear, simple, maintainable code in your projects.
Write High-Quality Code: Learn to write code that not only works but is well-structured, follows best practices, and is easy to maintain and understand.
Work Effectively in Agile Environments: Learn how to integrate craftsmanship principles into Agile development practices.
Create Software That Stands the Test of Time: Craft software that is not just a short-term solution but a long-lasting, adaptable, and sustainable product.
Advance Your Career: Gain the knowledge and skills necessary to advance your career in software development.
Requirements
Basic Programming Knowledge: While this course is designed for a diverse audience, a fundamental understanding of programming concepts and at least one programming language will be beneficial.
Description
In this course, you'll unlock the keys to crafting software solutions with precision and artistry. This course is thoughtfully designed, balancing theory with practical insights. By the end of this course, you'll be equipped with the knowledge and skills to:· Master the Principles of Software Craftsmanship· Write High-Quality Code and follow other best practices· Automate for Efficiency· Excel in Agile Environments, and· Advance Your CareerOver two decades of crafting software products, I've discovered that project challenges often stem from sociological rather than technological issues. Intrigued by the underlying human behaviors shaping these challenges, I delved into human psychology, behavioral psychology, neuroscience, and human evolution.I have included this understanding in the course that will guide you to a nuanced and human-centered approach to software development. It goes beyond coding excellence, fostering collaborative relationships within teams. This well-rounded skill set transforms software development into a dynamic, people-focused effort, measuring success not just in code but in positive impacts on individuals and teams.The ideal learner is someone passionate about software development, eager to explore the art of crafting code, and committed to continuous learning and improvement. Whether you're a beginner, a seasoned developer, a leader, or a tech enthusiast, this course on Software Craftsmanship is your gateway to excellence.Join me on this transformative journey and discover how to turn code into masterpieces, one line at a time.
Overview
Section 1: Introduction
Lecture 1 Introduction
Section 2: Shift Left
Lecture 2 Shift Left
Lecture 3 Static Code Analysis
Lecture 4 Unit Testing
Lecture 5 Code Coverage
Lecture 6 Refactoring
Lecture 7 Code Review
Section 3: Software Craftsmen's Mindset
Lecture 8 Broken Windows Theory
Lecture 9 Traits of a great software engineer
Lecture 10 Neuroscience behind learning (& forgetting)
In the rapidly evolving world of software development, there's a crucial distinction between those who simply write code and those who are true Software Craftsmen. If you're wondering if this course is right for you, consider the following: 1. Aspiring Developers: If you're just starting your journey into the world of software development, this course will be your guide to developing the right mindset and skills from day one. Learn the art of crafting software that sets you on a path to excellence. 2. Seasoned Developers: If you're a developer with experience, you know that there's always room for growth. Whether you want to refine your skills, delve into advanced topics, or explore the principles of craftsmanship, this course is tailored to elevate your expertise. 3. Team Leaders and Managers: For those in leadership roles, understanding the tenets of Software Craftsmanship is invaluable. It equips you to mentor your team effectively, hire the right talent, and foster a culture of excellence. 4. Product Owners and Managers: If you're responsible for driving product development, knowing how to distinguish great software from good software is paramount. This course will help you make informed decisions and work collaboratively with development teams. 5. Continuous Learners: In the ever-evolving tech landscape, those who remain committed to learning and self-improvement thrive. This course will keep you updated with the latest best practices, methodologies, and principles in the world of software craftsmanship. Whether you're at the beginning of your journey or well into your career, "Software Craftsmanship - The (Practical) Art of Writing Software" is designed to meet you where you are and take you to the next level. If you're eager to transform code into works of art, this course is your gateway to excellence. Join me in this transformative journey and discover the art of writing software that stands the test of time.

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