Master Generative AI with JavaScript in Microsoft's free course. Explore LLMs, RAG, LangChain.js, Azure AI, and more. Perfect for tech enthusiasts!
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.
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?
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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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.
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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!
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.
Azure is a powerful platform that offers a wide range of services including virtual machines, databases, and storage solutions. Whether you're an IT professional, a developer, or someone interested in cloud computing, our curated list of free Azure courses will provide you with the knowledge and skills needed to excel in this field.
These free Azure courses are perfect for anyone looking to boost their career in IT, web development, or network management. By completing these courses, you'll gain practical experience and a solid understanding of Azure's capabilities, making you a valuable asset in the tech industry.
Don't miss out on this opportunity to learn Azure for free. Start your journey today and take the first step towards becoming an Azure expert. Browse our list of free Azure courses now and unlock the potential of cloud computing!
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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.
This course listing offers an exceptional learning opportunity to dive deeper into Generative AI concepts, methodologies, and practical applications. Regardless of your background—be it a budding developer, AI enthusiast, researcher, or professional looking to extend your skillset—our collection is designed to empower you with comprehensive knowledge and hands-on experience.
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:
Embrace the exciting opportunities in Artificial Intelligence by advancing your knowledge in Generative AI for free. Enroll today and take the first meaningful step toward innovation, creativity, and career growth in AI.
Start your journey now and explore the endless possibilities Generative AI can offer.
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.
Starting with the basics, our beginner-friendly JavaScript courses introduce you to the fundamentals of programming. You'll learn about variables, data types, functions, and control structures. These courses are crafted to help you understand the core concepts of JavaScript, enabling you to write your first lines of code with confidence.
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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.
Delve into the world of JavaScript frameworks and libraries with our targeted courses. Understand the ins and outs of popular tools like React, Angular, and Vue.js. These powerful technologies are in high demand and learning them will significantly boost your employability in the tech industry.
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Explore the exciting realm of real-time web applications with our free courses on WebSockets and server-sent events. Gain the skills to create interactive applications that can update dynamically, providing users with immediate feedback and creating engaging user experiences.
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.
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
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.
Starting with the basics, our beginner-friendly NodeJS courses will introduce you to the fundamentals of NodeJS, including its asynchronous, event-driven architecture. You'll learn how to set up your development environment, manage packages with npm, and write simple, efficient code to build your first NodeJS application.
For those with a grasp of the basics, our intermediate tutorials offer a deeper dive into the NodeJS ecosystem. Explore topics such as Express.js for web application frameworks, building RESTful APIs, and connecting to databases like MongoDB. Enhance your understanding of middleware, authentication, and real-time communication with Socket.io.
Express.js is a vital part of web development with NodeJS. Our courses on Express.js will teach you how to streamline the development of web applications and APIs. You'll gain insights into routing, template engines, and best practices for structuring your projects.
Learn how to build scalable RESTful APIs using NodeJS. These courses will guide you through the process of creating endpoints, handling requests and responses, and ensuring your API's security and performance.
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Discover the microservices architectural style and learn how to break down your application into smaller, interconnected services. Our courses cover service discovery, communication patterns, and how to deploy and manage microservices efficiently.
Deploying and maintaining a NodeJS application requires specific knowledge. These courses will show you how to deploy your NodeJS apps on platforms like Heroku and AWS, as well as how to monitor and improve their performance over time.
Security and testing are critical for any application. Our NodeJS courses will teach you how to implement security measures such as OAuth and JWT, and how to write tests using frameworks like Mocha and Chai to keep your application safe and error-free.
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.
By joining our platform, you gain access to a vibrant community of learners and developers. Share your progress, ask questions, and collaborate on projects as you work your way through the free NodeJS courses. Start learning today and become part of a global network of NodeJS experts!
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