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[mitsumi1]

XML Web Services in Jakarta EE 10

Published 2/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 48 KHz
Language: English | Size: 140.07 MB | Duration: 50m 28s

Jakarta XML Web Service (JAX-WS) provides a way for the XML based Web Services to communicate effectively with the clients, and this course will walk you through the process to establish this communication using XML through JAX-WS specification.


Communication between clients and web services is one of the key elements of an enterprise application. Jakarta XML Web Services (JAX-WS) Specification offers a robust set of packages, classes and APIs to enable this communication in a seamless and effortless way. In this course, XML Web Services in Jakarta EE 10, you'll learn to create web service endpoints, clients and to establish communication between them using JAX-WS. First, you'll explore the basics of Jakarta XML Web Services. Next, you'll discover how to create web service endpoints, clients, start communication between them, and bind Java objects in this communication. Finally, you'll learn some of the advanced concepts related to JAX-WS like securing web services, exception handling, access management for the messages, session management, and asynchronous client side operations.. When you're finished with this course, you'll have the skills and knowledge of XML Web Services in Jakarta EE 10 needed to enable XML based Web Services in your application using Jakarta EE.

Homepage:

https://app.pluralsight.com/library/courses/jakarta-ee-10-xml-web-services/table-of-contents

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[mitsumi1]

Art Deco Style for Digital Illustration

Mads Berg | Duration: 2:23 h | Video: H264 1920x1080 | Audio: AAC 44,1 kHz 2ch | 1,04 GB | Language: English

Create elegant artwork in Illustrator using dynamic compositions and minimalist color palettes
Art deco is a decorative art that is still revisited in many kinds of visual arts. The style-characterized by simplified geometric shapes combined with ornate and organic elements-still appeals to a wide audience today. Illustrator Mads Berg is renowned for his contemporary art deco illustrations, merging Nordic simplicity with the iconic decorative art style.
In this course, Mads Berg shows you his entire illustration process for creating a commercial poster in art deco style. Learn about the history and relevance of the art style to seamlessly fuse it into your digital illustrations. Create unique, elegant artwork that is ready to present to a client.

Homepage:

https://www.domestika.org/en/courses/2078-art-deco-style-for-digital-illustration

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[mitsumi1]

Automating BGP Routing Security with gRPC, gNMI, and YDK

Published 1/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 48 KHz
Language: English | Size: 350.26 MB | Duration: 1h 41m 5s

This course demonstrates how a combination of modern software technologies, such as IP routing, network security, and device automation, can be used to thwart denial of service attacks.


IP routing, network security, and device automation can powerfully combine to solve real-life business problems. In this course, Automating BGP Routing Security with gRPC, gNMI, and YDK, you'll first gain insight regarding the business scenario that the remainder of the course will address. This includes a detailed network review, plus some preparatory automation work. Next, you'll develop Python scripts using Google Remote Procedure Call (gRPC) and gRPC Network Management Interface (gNMI) to automate the injection of routes onto a network device. This course teaches you the core gRPC and gNMI technologies without using pre-made simplification libraries. Last, you'll see how to solve the business problem a different way, using the YANG Development Kit (YDK). This powerful tool introduces additional structure to your software design. When you're finished with this course, you'll have the skills necessary to automate network devices using gRPC, gNMI, and YDK. While the use-cases may differ over time, the method by which these tools are deployed remains the same.

Homepage:

https://app.pluralsight.com/library/courses/bgp-routing-security-grpc-gnmi-ydk-automating-cert/table-of-contents

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[mitsumi1]

Building Data Science Skills with Generative AI

Published 6/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 48 KHz
Language: English | Size: 44.93 MB | Duration: 15m 59s

Upgrade your data science skills with Generative AI tools. This course will teach you to integrate Generative AI into your workflow, enhancing efficiency and analytical precision.


Data science is evolving rapidly, and staying ahead means embracing the latest AI advancements. In this course, Building Data Science Skills with Generative AI, you'll learn to integrate powerful Generative AI tools into your workflow to enhance efficiency and effectiveness.
First, you'll explore how Generative AI can provide insightful feedback on your data science code, helping you debug, optimize, and refine your scripts. Next, you'll discover how to leverage AI to develop new data science skills, enabling you to tackle more complex projects and stay competitive. Finally, you'll learn how to automate routine data cleaning tasks, ensuring your datasets are always ready for analysis without the usual time-consuming effort. When you're finished with this course, you'll have the skills and knowledge of Generative AI utilization in your data science practice needed to boost both your productivity and the quality of your data reports.

Homepage:

https://app.pluralsight.com/library/courses/building-data-science-skills-generative-ai/table-of-contents

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[mitsumi1]

Building Resilient Streaming Analytics Systems on Google Cloud

Published 6/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 48 KHz
Language: English | Size: 280.98 MB | Duration: 1h 44m 28s

Processing streaming data is becoming increasingly popular as streaming enables businesses to get real-time metrics on business operations.


Processing streaming data is becoming increasingly popular as streaming enables businesses to get real-time metrics on business operations. This course covers how to build streaming data pipelines on Google Cloud. Pub/Sub is described for handling incoming streaming data. The course also covers how to apply aggregations and transformations to streaming data using Dataflow, and how to store processed records to BigQuery or Bigtable for analysis. Learners get hands-on experience building streaming data pipeline components on Google Cloud by using QwikLabs.

Homepage:

https://app.pluralsight.com/library/courses/building-resilient-streaming-analytics-systems-google-cloud-3/table-of-contents

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[mitsumi1]

C, C++, PHP & Java: Complete Guide to Modern Programming

Published 8/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 5h 8m | Size: 1.49 GB

Learn to Build Robust Applications by Mastering C, C++, PHP, and Java in This Complete Guide to Modern Programming


What you'll learn
History and applications of C, C++, PHP and JAVA
Object-oriented programming concepts
Syntax and structure
Variables, data types, operators
Input/output operations
Control flow (if, else, switch, loops)
Function declaration, definition, and calling
Array declaration, initialization, and access
Pointers and their arithmetic
Structure definition and access
Opening, reading, writing, and closing files
Creating HTML forms
Processing form data
Polymorphism, encapsulation
Lists, sets, maps
File handling, console input/output
Requirements
No prior knowledge is required!
Description
Unlock the full potential of modern programming by mastering four of the most powerful and versatile programming languages: C, C++, PHP, and Java. This comprehensive course is designed for aspiring programmers, software developers, and IT professionals who want to build a strong foundation in these essential languages and apply them across a wide range of development scenarios.Starting with C, you'll gain a deep understanding of the language that forms the basis of many modern systems. You'll then advance to C++, where you'll explore object-oriented programming and complex data structures. From there, you'll learn PHP, a server-side scripting language used to create dynamic web applications, and finally, you'll dive into Java, mastering everything from basic syntax to advanced programming techniques for building robust, scalable applications.Through hands-on projects, real-world examples, and expert instruction, this course will equip you with the skills needed to tackle any programming challenge. By the end, you'll have a well-rounded knowledge of C, C++, PHP, and Java, making you a versatile and in-demand developer in today's tech industry.What You'll Learn:C Programming: Understand the fundamentals of programming, memory management, and low-level operations with C.C++ Programming: Learn object-oriented programming, advanced data structures, and algorithm design using C++.PHP for Web Development: Develop dynamic websites, manage databases, and implement server-side logic with PHP.Java Development: Master Java for building robust, scalable applications, from simple console programs to complex enterprise-level software.Integrated Projects: Apply your knowledge through real-world projects that showcase your ability to work across multiple languages and environments.Best Practices: Learn industry-standard practices for writing clean, efficient, and maintainable code in all four languages.Who This Course is For:Aspiring programmers eager to learn and master C, C++, PHP, and Java.Developers looking to expand their skill set across multiple programming paradigms.IT professionals seeking a comprehensive understanding of both system-level and web-based development.Anyone interested in gaining a versatile set of programming skills applicable to a wide range of development scenarios.This course offers a unique opportunity to master four critical programming languages in one comprehensive package. By enrolling, you'll gain the skills to develop software and applications across multiple platforms, making you a valuable asset in any technology-driven industry. Start your journey to becoming a modern programming expert today!
Who this course is for
Anyone interested in gaining a versatile set of programming skills applicable to a wide range of development scenarios.

Homepage:

https://www.udemy.com/course/c-c-php-java-complete-guide-to-modern-programming/

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https://rapidgator.net/file/ad1d8a366a25fc6b971e9be90db30526/otgts.C.C.PHP..Java.Complete.Guide.to.Modern.Programming.part1.rar.html
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[mitsumi1]

Cartoon Like A Pro

Last updated 3/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 9.27 GB | Duration: 7h 25m

Create Professional Looking Cartoons

What you'll learn
How to find your own cartooning style
What makes up a character
How to draw cartoon characters from start to finish
Draw expressive cartoons
How to cartoon like the professionals do
Requirements
No previous experience required
Description
Unlock Your Inner Cartoonist: Enroll in Our Comprehensive Cartooning Course!Have you ever dreamt of drawing your own cartoons or becoming a professional cartoonist? This course is your gateway to turning those dreams into reality!Course Highlights:- **Character Design Fundamentals: Learn the basics of designing unique and captivating characters.- **Expressive Cartoon Drawing: Master the art of creating expressive and dynamic cartoons.- **Motion and Emotion: Understand how to convey movement and emotion in your cartoon characters.- **Complete Cartoon Creation: Gain the skills to draw complete cartoons from start to finish.Why This Course?Starting your cartooning journey can feel overwhelming, but with guided instruction and practice, you can transform into a skilled and well-paid professional cartoonist. This course is designed to make learning accessible and enjoyable, breaking down complex processes into simple, easy-to-follow steps.What You'll Get:- **Video Content: Pause, rewind, and rewatch the videos to ensure you grasp each concept confidently.- **Simplified Techniques: Learn with clear, straightforward methods that encourage your unique creative style. Course Structure:This cartooning course includes 33 detailed lectures covering a wide range of topics such as:- Face shapes and head structures- Drawing hands and legs- Creating both male and female characters- Adding accessories to enhance your cartoonsJoin Now!Your path to becoming a professional cartoonist is just a click away. I'm thrilled to help you embark on this creative journey!
Overview
Section 1: Introduction
Lecture 1 Introduction
Section 2: How to cartoon Faces
Lecture 2 Faces
Section 3: Drawing Cartoon Noses
Lecture 3 Noses
Section 4: Cartooning the Eyes
Lecture 4 Eyes
Section 5: Adding Cartoon Glasses to the face
Lecture 5 Glasses
Section 6: Cartoon the Eyebrows
Lecture 6 Eyebrows
Section 7: Cartoon Mouths
Lecture 7 Mouths
Section 8: The Cartoon Chin
Lecture 8 Chins
Section 9: Cartoon Mustaches and Beards
Lecture 9 Mustaches & Beards
Lecture 10 Ears
Section 10: The Male Head Shape
Lecture 11 Male Head
Section 11: The Female Head Shape
Lecture 12 Female Head
Section 12: Adding Cartoon Hats
Lecture 13 Hats
Section 13: The Profile
Lecture 14 Profiles
Section 14: Cartoons In Motion
Lecture 15 Motion
Section 15: Adding More Expressive Mouths
Lecture 16 Expressive Mouths
Section 16: Using Emotion In The Eyes
Lecture 17 Eyes & Emotion
Section 17: Cartooning The Girls Head
Lecture 18 Girls Head shapes
Section 18: Cartoon Bodies
Lecture 19 Cartoon body shapes
Section 19: Laying Down
Lecture 20 Laying Pose
Section 20: Fast walk/Run
Lecture 21 Fast Walk/Run
Section 21: Cartoon hands
Lecture 22 Boys Head Shapes
Lecture 23 Hands
Section 22: Cartoon Legs
Lecture 24 Legs
Section 23: Adding Shoes
Lecture 25 Cartoon Shoes
Section 24: Cartoon Babies
Lecture 26 Babies
Section 25: Cartoon a little girl
Lecture 27 Little Girl Character
Section 26: Cartoon a little boy
Lecture 28 Little Boy Character
Section 27: Cartooning Parents & Children
Lecture 29 Cartoon Families
Section 28: Cartoon Sports Characters
Lecture 30 Sports Cartoon Characters
Section 29: Showing Age in Cartoons
Lecture 31 Age
Section 30: Hobo Cartoon Characters
Lecture 32 Hobo Character
Section 31: The Recap
Lecture 33 Recap
Beginner Illustrators, Intermediate Illustrators, those who want to become a professional cartoonist

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[mitsumi1]

Code Review with GitHub Copilot

Published 6/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 48 KHz
Language: English | Size: 58.47 MB | Duration: 17m 43s

This course will teach you how to effectively use GitHub Copilot and GitHub Copilot Chat in your daily workflow as a software engineer.


Software engineering has become increasingly complex. You have to implement functional requirements, write unit tests, review code written by others, and at the same time adhere to the best practices for each language or framework.
In this course, Code Review with GitHub Copilot, you'll learn to use Copilot efficiently to increase your productivity.
First, you'll explore how to perform code reviews.
Next, you'll discover how to write unit tests or refactor legacy code.
Finally, you'll learn how to get the most out of Copilot by employing prompt engineering.
When you're finished with this course, you'll have the skills and knowledge of Copilot needed to become a superhero engineer.

Homepage:

https://app.pluralsight.com/library/courses/code-review-github-copilot/table-of-contents

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[mitsumi1]

Complete Fitness, Nutrition, Ergogenic Supplements Diploma

Published 8/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.07 GB | Duration: 2h 9m

Become a Fitness Expert: Learn fitness, nutrition, and supplements with hands on practice: all in one course


What you'll learn
Earn an internationally recognized certification
Understand and apply essential fitness techniques and training methodologies to optimize physical performance
Gain a deep understanding of the anatomy of each muscle, including its function, location, and role in various exercises
Gain comprehensive knowledge of nutrition science, including meal planning and dietary strategies for various fitness goals
Understand Ergogenic Supplements: Learn the benefits, risks, and appropriate use of ergogenic supplements to enhance athletic performance safely
Create Customized Fitness Programs: Design tailored fitness and nutrition programs that meet the unique needs of clients and athletes, maximizing their success
Requirements
Passion for fitness
Dedication
Description
***This course is designed for anyone eager to learn about fitness, nutrition, and supplements, all in one comprehensive program***Along with a Udemy certificate, you'll also earn a diploma that can help you kickstart your career in the fitness industryBecome a Fitness Expert through this comprehensive and in-depth course designed to elevate your understanding and skills in every aspect of the fitness industry. This program offers a thorough exploration of fitness principles, nutritional science, and ergogenic supplements, providing you with the knowledge and tools needed to excel as a fitness professional.Tailored specifically for athletes and trainers, this course combines rigorous academic learning with practical, hands-on experience, ensuring that you not only grasp the theoretical concepts but also know how to apply them in real-world scenarios. You'll gain mastery over fitness techniques, learning how to optimize workouts for various goals and body types, and delve into the science of nutrition, understanding how to fuel the body for peak performance and recovery.Moreover, this course covers the strategic use of ergogenic supplements, providing insights into how they can safely enhance athletic performance. Whether your aim is to improve your own fitness level or to coach others toward their health and fitness objectives, this course is designed to give you a complete, well-rounded skill set.Beyond the technical knowledge, this program also emphasizes the importance of communication and client engagement, teaching you how to effectively motivate, educate, and support those you work with. By the end of this course, you will not only have a deep understanding of fitness, nutrition, and supplements, but also the confidence and competence to apply this knowledge in a professional setting.This course is your gateway to becoming a true expert in the fitness industry, offering everything you need to build a successful and impactful career. Whether you're just starting or looking to enhance your existing expertise, this program is the ultimate resource for achieving your fitness and professional goals
Overview
Section 1: Introduction
Lecture 1 What is health and Fitness ?
Lecture 2 Download eBooks for comprehensive reading materials
Lecture 3 Human Skeleton system, basic understanding on bones
Lecture 4 Human Muscular system, Basic understanding of muscles
Lecture 5 warm up and cool down based on weather condition (heating up, relaxing muscles)
Lecture 6 Chest muscles Group, (Pec, Serratus interior, ) muscles anatomy and workouts
Lecture 7 Shoulders muscles group (Deltoid, Rotator cuffs) muscles anatomy and workouts
Lecture 8 Arms muscles (Bicep, Tricep, forearm) muscles anatomy and workouts
Lecture 9 Back muscles (Traps, lats, lower back) muscles anatomy and workout
Lecture 10 Abs Muscles (transvers, Rectus, thoracic, obliques) muscles anatomy and workout
Lecture 11 Legs muscles (Quads, Glutes, hamstring, adductors, calves) muscles and workouts
Section 2: Ergogenic Supplements
Lecture 12 Amino acids (essential and non-essential amino acids) when and how
Lecture 13 Introduction to ergogenic supplements (intro and importance)
Lecture 14 Protein requirements (Importance, types, role) calculation of daily intake
Lecture 15 Supplements industries (Making process, sales techniques) genuine and fake spl
Lecture 16 Proprietary blend calculation formula (secret formula of companies)
Lecture 17 Whey protein (main types, making process, amount of lactose) timing and pricing
Lecture 18 Egg Protein (amino profile, BCAA quality) profile reading and timing
Lecture 19 Casein protein (Making process, timing) effects side effects
Lecture 20 Soya Protein (relation with testosterone) Profile and research overview
Lecture 21 Glutamine supplement (Uses, needs) research overviews, effects side effects
Lecture 22 HMB Supplement (Endurance, strength) clinical trials, effects and side effects
Lecture 23 Arginine (needs, Uses, Pumping, blood pressure) effects and side effects
Lecture 24 Shilajit (Profile, uses, needs, effects and side effects ) use in fitness
Lecture 25 ashwagandha (relationship with stress, uses, timing) effects and side effects
Section 3: Nutrition
Lecture 26 Introduction to energy (what is energy? types of energy) complete understanding
Lecture 27 Types of sports and workout(energy working in types of sports)endurance,strength
Lecture 28 Types of athletes (athletes based on type of sport) weight lifting, aerobic
Lecture 29 ATP-CP Phosphocreatine system (1st type of energy) complete details
Lecture 30 Anaerobic energy type (Glycolytic energy system) complete details
Lecture 31 Understating aerobic or oxidative energy system
Lecture 32 what is Cardio zone (cardio zone types, calculations of cardio zones)
Lecture 33 Cardio zones parts 2 (types, calculations ) calculating maximum heartrate
Lecture 34 Energy requirements (what is BMR and TDEE) BMR and TDEE Calculation
Lecture 35 BMR and TDEE case study calculations (real life example)
Lecture 36 Nutrition requirements for athletes (Macronutrients and micronutrients)
Lecture 37 Protein requirements (calculations based on life style)
Lecture 38 Carbs and fats importance and requirements for athletes (+calculations)
Lecture 39 Fluid importance and needs (water, electrolytes) timing and requirements
Lecture 40 Hydrations test (simple testing of hydration at home)
Lecture 41 Diet designing (Practice example, make your diet plan in 10 minutes )
Section 4: Extra Materials
Lecture 42 Workout Plans and Nutrition Plans
This course is perfect for anyone who wants to learn all the key aspects of fitness in one place,Fitness | Nutrition | Supplements

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[mitsumi1]

Complete It Bootcamp 2025 (Part 1)

Published 8/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 550.81 MB | Duration: 1h 9m

"Master IT Fundamentals: Programming, Cybersecurity, Networking, and Financial Basics for a Future-Ready Career"


What you'll learn
Understand the fundamentals of Bash, Python programming, and AI technologies.
Master essential networking protocols and Google Dorks search techniques.
Gain foundational knowledge in ethical hacking and bug bounty hunting.
Learn the basics of stock market principles and financial fundamentals.
Requirements
Basics of IT
Description
Welcome to the "Complete IT Bootcamp 2025," your gateway to mastering crucial IT skills and setting a solid foundation for your career. This course is meticulously designed to provide you with a comprehensive understanding of programming, cybersecurity, networking, and financial fundamentals. Whether you're a student, a career changer, or an aspiring entrepreneur, this bootcamp will equip you with the essential knowledge and practical skills needed to thrive in today's fast-evolving tech landscape.In the first part of the course, you will delve into programming basics with Bash and Python, gaining proficiency in two powerful languages that are indispensable for IT professionals. You'll also explore key networking concepts and Google Dorks for advanced search techniques, giving you the tools to efficiently gather and analyze data. Dive into the world of cybersecurity with ethical hacking and bug bounty hunting fundamentals, understanding how to protect and test digital systems against threats.The course continues with an in-depth look at financial fundamentals, including the basics of the stock market and an introduction to artificial intelligence. These modules are designed to not only enhance your technical skills but also provide you with a broader understanding of how technology intersects with finance and innovation. You will learn to navigate the complexities of AI technologies and grasp the essential principles of financial markets, preparing you for diverse opportunities in the tech industry.By enrolling in this bootcamp, you are investing in your future. The knowledge and skills you acquire will not only boost your career prospects but also empower you to take on new challenges and seize opportunities in the IT and entrepreneurial fields. Don't miss out on this chance to future-proof your career and stay ahead of the curve. Join us now and start your journey towards becoming a well-rounded IT professional with a competitive edge.P.S - I have made the Promotional video with AI if you couldn't guess. That's the power of AI!
Overview
Section 1: Become a Jack of All Trades!
Lecture 1 Introduction To Bash and Python
Lecture 2 Understanding Protocols and Computer Communication
Lecture 3 Google Dorks (Hacking)
Lecture 4 Ethical Hacking and Penetration Testing
Lecture 5 Introduction to Bug Bounty
Lecture 6 Introduction to Stock Market
Lecture 7 Make Websites with AI
Lecture 8 Introduction to the World of AI
beginners and aspiring professionals who want to build a strong foundation in IT skills, cybersecurity, and financial fundamentals.

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[mitsumi1]

Complete IT Bootcamp 2025 (Part 2)

Published 8/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 35m | Size: 636 MB

"Advanced IT Skills: Cryptocurrency, Startup Strategies, Marketing, and Creative Design Essentials"


What you'll learn
Understand advanced concepts in cryptocurrency, including mining and investment strategies.
Master startup fundamentals and effective online marketing techniques for business growth.
Gain practical skills in website design, bulk video creation, and logo design using Canva.
Apply creative and technical skills to establish a strong online presence and brand identity.
Requirements
Basics of IT
Description
Welcome to "Complete IT Bootcamp 2025 (Part 2)," where we take your IT and entrepreneurial knowledge to the next level. This course is designed for those who have mastered the basics and are ready to dive into more advanced topics, including cryptocurrency, startup fundamentals, and creative design. If you want to stay ahead in a rapidly changing tech landscape, this is the course for you.In this part of the bootcamp, you will explore the exciting world of cryptocurrencies, from understanding the basics to learning about the mining process. Gain valuable insights into launching and managing a startup online, including key strategies for marketing your products and services effectively. These skills are crucial for anyone looking to build and grow a successful business in the digital age.Additionally, you'll enhance your creative skills with practical lessons on website design, bulk video creation, and logo design using Canva. These modules are tailored to equip you with the tools to create engaging content and establish a strong online presence. Whether you're aiming to start your own business or improve your digital marketing efforts, this course provides the expertise you need to excel.Don't miss this opportunity to build on your foundational knowledge and gain advanced skills that are essential for success in today's tech-driven world. Enroll now to unlock the full potential of your career and entrepreneurial ventures. Equip yourself with the skills and knowledge that will set you apart in the competitive landscape of 2025.The Promotional video of the course is made with AI! Empower yourself for 2025!
Who this course is for
Perfect for individuals who have completed basic IT training and are eager to advance their skills in emerging technologies and entrepreneurial strategies.

Homepage:

https://www.udemy.com/course/complete-it-bootcamp-2025-part-2/

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[mitsumi1]

Create AWS Infrastructure as Code Templates Using Generative AI

Published 6/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 48 KHz
Language: English | Size: 58.03 MB | Duration: 17m 54s

The course will teach you how to integrate generative AI into your regular cloud development workflow.

In this course, Create AWS Infrastructure as Code Templates Using Generative AI, you'll learn to create a production ready lambda application with logging and API Gateway. First, you'll explore the design and requirements of the application we are going to build with generative AI. Next, you'll prompt the Chatbot for solutions and validate. Finally, you'll learn how to validate the accuracy of the whole thing and, if required, validate and make some tweaks to the solution. When you're finished with this course, you'll have the skills and knowledge of infrastructure as code related generative AI solutions needed to build a production ready application.

Homepage:

https://app.pluralsight.com/library/courses/create-aws-infrastructure-code-templates-generative-ai/table-of-contents

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[mitsumi1]

Data Science with Python: Distributions and Aggregations in Data

Published 4/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 48 KHz
Language: English | Size: 82.58 MB | Duration: 29m 44s

Mastering distributions and aggregations is essential for effective exploration, summarization, and analysis of datasets. This course will teach you how to analyze distributions and implement advanced data summarization techniques.


Distributions and aggregations are essential tools in data science enabling the exploration, summarization, and in-depth analysis of data to derive actionable insights.
In this course, Data Science with Python: Distributions and Aggregations in Data, you'll gain the ability to explore complex datasets and extract meaningful information.
First, you'll explore univariate and bivariate distributions using graphical techniques, with an emphasis on understanding the principles of correlation and causation.
Next, you'll discover how to perform advanced data manipulation techniques, including grouping and aggregation.
Finally, you'll learn how to reshape data using crosstabs and pivot tables for data summarization and analysis.
When you're finished with this course, you'll have the skills and knowledge of distributions and aggregations needed to explore, summarize, and analyze data with Python.

Homepage:

https://app.pluralsight.com/library/courses/data-science-python-distribution-aggregation-data/table-of-contents

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[mitsumi1]

Data Science with Python: Enhancing Model Accuracy and Robustness

Published 5/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 48 KHz
Language: English | Size: 54.07 MB | Duration: 22m 29s

Simply creating a machine learning model is not enough to gain the best insights on the data. This course will teach you how to enhance a model through hyper-parameter tuning and other methods.


How do you take a generic machine learning model and make it
more accurate on your specific data?
In this course, Data Science with Python: Enhancing Model Accuracy and Robustness, you'll
gain the ability to take an existing machine-learning model and learn
how to tune the hyper-parameters to make it more accurate.
First, you'll explore overfitting and underfitting with a linear
regression model.
Next, you'll discover the various hyper-parameters of decision trees
and how to optimize them to a specific dataset. You'll also see
how to validate the dataset
Finally, you'll learn how to save the model so we can use it again in
the future.
When you're finished with this course, you'll have the skills and
knowledge of hyper-parameter tuning needed to enhance machine
learning models.

Homepage:

https://app.pluralsight.com/library/courses/python-data-science-enhancing-model-accuracy-robustness/table-of-contents

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[mitsumi1]

Data Science with Python: Exploratory Techniques to Statistical Insights

Published 5/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 48 KHz
Language: English | Size: 138.13 MB | Duration: 33m 21s

Dive into the world of data-driven decision-making. This course will teach you how to leverage Exploratory Data Analysis to unveil market trends and inform strategic choices.


In a rapidly evolving tech market, understanding customer preferences and market trends is crucial for retailers like Globomantics to stay ahead.
In this course, Data Science with Python: Exploratory Techniques to Statistical Insights, you'll gain the ability to analyze complex datasets and draw meaningful insights for business strategy.
First, you'll explore the fundamentals of Exploratory Data Analysis (EDA), learning how to identify key patterns and anomalies in data.
Next, you'll discover the importance of centrality measures such as mean and median in understanding customer behavior.
Finally, you'll learn how to utilize spread measures like range, variance, and standard deviation to assess market variability and risk.
When you're finished with this course, you'll have the skills and knowledge of data analysis needed to transform raw data into actionable business strategies.

Homepage:

https://app.pluralsight.com/library/courses/data-science-python-exploratory-technique-statistical-insight/table-of-contents

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