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Whether an experienced developer who's a newcomer to the AI realm or an experienced machine learning enthusiast, this course is designed for you. Our goal is to make AI accessible and practical, transforming how you approach your daily tasks and the overall impact of your work.
Check back early next month for more course from Activeloop, Towards AI, & Intel Disruptor Initiative.
Check back early next month for more course from Activeloop, Towards AI, & Intel Disruptor Initiative.
Through a hands-on approach, you will embark on an immersive learning journey that dives deep into the theory and practical application of LLMs. Our curriculum covers a wide range of topics, including:
A comprehensive introduction to the essential concepts, set up, and usage of Large Language Models (LLMs), LangChain, and Deep Lake.
An in-depth exploration of Large Language Models and LangChain, with practical experience gained through the development of a News Articles Summarizer project
Gain proficiency in prompt engineering techniques and apply them in practice. Learn tips and tricks for prompting like role prompting, few shot prompting, chain of thought, and the ReAct framework
Exploring The Role of LangChain's Indexes and Retrievers: pros and cons of leveraging documents as the base for the LLMs and how to do that with retrievers and indexes. Build an automated customer support agent.
This module focuses on understanding and utilizing LangChain's Chains in various projects, including a YouTube Video Summarizer or a Recommendation Engine for Songs.
This module will aim to help you mastering Memory Types in LangChain and build chat with any data solutions - to be deployed locally or on the cloud.
This module explores LangChain's tools and their applications, with hands-on projects that enhance blog posts, recreate a Bing chatbot, and demonstrate multiple tool usage.
The final module introduces the concept of agents in LangChain, with a focus on creating autonomous agents for comprehensive analysis reports
Check back early next month for more course from Activeloop, Towards AI, & Intel Disruptor Initiative.
Check back early next month for more course from Activeloop, Towards AI, & Intel Disruptor Initiative.
