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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!
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?
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Independente do seu nível de experiência, nossa lista de cursos online gratuitos de JavaScript foi cuidadosamente elaborada para ajudá-lo a alcançar seus objetivos de carreira. Acesse agora e comece a transformar seu futuro com as habilidades que você adquirirá nessas aulas!
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