Free online courseGenerative AI

Duration of the online course: 1 hours and 43 minutes

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Master Generative AI with JavaScript in Microsoft's free course. Explore LLMs, RAG, LangChain.js, Azure AI, and more. Perfect for tech enthusiasts!

Course Description

Dive into the world of Artificial Intelligence with Microsoft's free online course, Generative AI with JavaScript. Explore the intriguing realm of AI in the Information Technology category, focusing on cutting-edge generative AI techniques tailored for JavaScript developers. This comprehensive course begins with an introduction to generative AI and continues with essential insights into Large Language Models (LLMs), helping you grasp foundational concepts in part one.

Master essential prompt engineering techniques in the second segment, enhancing AI interaction precision and effectiveness. Next, learn how to improve AI accuracy and reliability using Retrieval-Augmented Generation (RAG), a technique aimed at strengthening your AI's ability to produce reliable outputs.

To boost your AI development speed, explore LangChain.js, a powerful tool that streamlines AI projects and nurtures innovation. Gain hands-on experience by running AI models on your local machine with Ollama, emphasizing practical implementation.

The course then ushers you into the world of Azure, unveiling how you can start with AI for free using Phi-3. Get familiar with Azure AI Studio, a platform designed to facilitate AI development and deployment. Discover the process of building generative AI apps using Azure Cosmos DB, a scalable and flexible database service perfect for AI applications.

Further, explore various Azure tools that complement your AI projects, enriching their productive scope and capabilities. To elevate user interaction with your AI models, learn to stream generative AI output with the AI Chat Protocol, offering seamless communication and impressive, real-time data exchange.

By enrolling in this course, gain valuable skills, practical knowledge, and the confidence to create sophisticated AI applications using JavaScript and Microsoft's Azure platform tools.

Course content

  • Video class: Generative AI with JavaScript - Introduction

    0h02m

  • Exercise: Why is JavaScript considered a good choice for creating AI applications?

  • Video class: What you need to know about LLMs [Pt 1]

    0h07m

  • Exercise: What is a key capability of large language models (LLMs)?

  • Video class: Essential prompt engineering techniques [Pt 2]

    0h10m

  • Exercise: What is a technique to improve accuracy in model responses?

  • Video class: Improve AI accuracy and reliability with RAG [Pt 3]

    0h05m

  • Exercise: What is the main advantage of using Retrieval-Augmented Generation (RAG) with AI models?

  • Video class: Speed up your AI development with LangChain.js [Pt 4]

    0h12m

  • Exercise: What is Longchain JS primarily used for?

  • Video class: Run AI models on your local machine with Ollama [Pt 5]

    0h07m

  • Exercise: What is a key benefit of using Oama for local AI model deployment?

  • Video class: Get started with AI for free using Phi-3 [Pt 6]

    0h04m

  • Exercise: What tool allows you to experiment with AI models directly from a browser without needing a powerful GPU or CPU?

  • Video class: Introduction to Azure AI Studio [Pt 7]

    0h10m

  • Exercise: What is the first step in working with generative AI applications in Azure AI Studio?

  • Video class: Building Generative AI Apps with Azure Cosmos DB [Pt 8]

    0h12m

  • Exercise: What is one of the key advantages of using Azure Cosmos DB for AI applications?

  • Video class: Azure tools

    0h22m

  • Exercise: What type of AI application allows you to speak to your own data by identifying and vectorizing specific data parts?

  • Video class: Streaming Generative AI output with the AI Chat Protocol [Pt 10]

    0h07m

  • Exercise: What is the main advantage of using an AI inference service over browser-side inference for streaming generative AI output?

Machine learning

Free online courses on Machine learning

Unlock the Power of Data with Free Online Machine Learning Courses

Embark on a journey to master the rapidly advancing field of Machine Learning (ML) with our extensive listing of free online courses. Whether you're a beginner looking to get a grasp on the basics or a seasoned professional aiming to enhance your skill set, our selection of courses caters to all levels of expertise. Dive into the world of algorithms, data analysis, and artificial intelligence (AI) without the financial burden, and join the ranks of ML experts shaping the future.

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Machine Learning for Data Science and Analytics

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Large Language Models LLM

Free online courses on Large Language Models LLM

Free Courses on Large Language Models (LLM) - A Subcategory of Artificial Intelligence

Unlock the power of Artificial Intelligence with our curated list of free courses on Large Language Models (LLM). Dive deep into the fascinating world of LLMs, which are revolutionizing the way we understand and generate human language. Whether you're a beginner or an experienced AI enthusiast, our comprehensive collection of courses will help you master the intricacies of LLMs and stay ahead in the rapidly evolving field of AI.

Large Language Models, such as GPT-3, BERT, and T5, are at the forefront of natural language processing (NLP) and have a wide range of applications, from chatbots and virtual assistants to text generation and sentiment analysis. By enrolling in these free courses, you'll gain a solid understanding of how these models work, how to train and fine-tune them, and how to apply them to real-world problems.

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  • Ethics and Bias in LLMs: Understand the ethical considerations and potential biases in LLMs and how to mitigate them.
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Each course is designed to provide you with practical knowledge and hands-on experience. You'll have the opportunity to work on real-world projects, participate in interactive quizzes, and join a community of like-minded learners. Plus, all courses are completely free, making it easier than ever to enhance your skills and knowledge in AI and LLMs without breaking the bank.

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Start your journey now and explore the world of Large Language Models with our free courses. Click on the links below to get started:

Stay ahead of the curve in the dynamic field of Artificial Intelligence with our free courses on Large Language Models. Happy learning!

Azure

Free online courses on Azure

Free Azure Courses: Master Web Servers and Networks

Are you looking to enhance your skills in web servers and networks? Dive into the world of Azure with our comprehensive list of free courses. Designed for both beginners and advanced learners, these courses will help you master Azure, Microsoft's cloud computing platform, and become proficient in managing web servers and networks.

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Generative AI

Free online courses on Generative AI

Free Generative AI Courses: Enhance Your Skills in Artificial Intelligence

Discover the power of Generative AI with our expertly curated list of free online courses. As a dynamic and innovative subfield of Artificial Intelligence (AI), Generative AI is reshaping how businesses and developers approach creative processes, automation, and personalized experiences.

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Among our featured courses, you'll find the renowned Generative AI with JavaScript by Microsoft. This course combines practical coding lessons and theoretical insights delivered by experts at Microsoft. Learn how to effectively leverage JavaScript tools and libraries to create intelligent systems powered by generative AI techniques.

Key features of our Generative AI free courses include:

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Start your journey now and explore the endless possibilities Generative AI can offer.

JavaScript

Free online courses on JavaScript

Unlock the Power of Web Development with Free JavaScript Courses

Embark on a journey to master the art of JavaScript, the essential programming language for modern web development. Our comprehensive listing of free online courses is designed to cater to learners of all levels, from beginners to advanced programmers. Dive into the world of JavaScript and enhance your skills without any financial commitment.

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Intermediate JavaScript Tutorials

For those who have grasped the basics and are ready to delve deeper, our intermediate courses offer a closer look at more complex topics. You'll explore arrays, objects, and the Document Object Model (DOM). These tutorials will empower you to create interactive and dynamic web pages, taking your coding skills to the next level.

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Advanced learners can take advantage of our specialized training modules that cover cutting-edge features of JavaScript. Learn about ES6 syntax, closures, callbacks, and promises. Master asynchronous programming and discover how to handle APIs and JSON data. These advanced courses will refine your coding prowess and prepare you for professional web development projects.

JavaScript Frameworks and Libraries

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Writing code is just one part of the development process. Our courses also cover essential skills like debugging and testing. Learn to identify and fix issues in your JavaScript code, ensuring that your applications are robust and error-free. Understand the importance of unit testing and how automated tests can save you time and improve code quality.

Real-Time Applications and WebSockets

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Community and Support

Join a community of like-minded individuals who are also on their journey to mastering JavaScript. Our free courses often come with forums or discussion groups where you can seek help, share your progress, and collaborate on projects. The support of a community can be invaluable as you work through challenges and celebrate your coding milestones.

Start Your JavaScript Adventure Today

Whether you're looking to start a career in web development, enhance your current skill set, or simply explore the capabilities of JavaScript, our listing of free online cours

NodeJS

Free online courses on NodeJS

Discover the Power of NodeJS with Free Online Courses

Embark on a journey to mastering NodeJS, the popular JavaScript runtime environment, with our comprehensive listing of free online courses. Whether you're a beginner eager to delve into the world of backend development or an experienced programmer looking to refine your NodeJS skills, our selection of courses is designed to cater to all levels of expertise.

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Express.js Mastery

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Hands-on learning is one of the most effective ways to solidify your NodeJS skills. Our free online courses often include real-world projects that will challenge you to apply what you've learned in practical scenarios, from creating a simple web server to developing a complete e-commerce platform.

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This free course includes:

1 hours and 43 minutes of online video course

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