LangChain 101 for Beginners (OpenAI / ChatGPT / LLMOps)

Learn all the basics of LangChain by building LLM-powered Python applications with OpenAI, HuggingFace and Chroma!

4.52 (1133 reviews)
Udemy
platform
English
language
Data Science
category
instructor
LangChain 101 for Beginners (OpenAI / ChatGPT / LLMOps)
4,582
students
1 hour
content
Sep 2023
last update
$74.99
regular price

What you will learn

Master the basics of LangChain and the fundamentals of Large Language Models (LLMs) from industry leaders such as OpenAI and HuggingFace.

Gain proficiency in creating, calling, and chaining prompts for effective and interactive applications.

Develop an understanding of conversational chatbots within LangChain, along with exploring memory functionalities for sophisticated responses.

Learn to apply LLM techniques to personal documents and projects, paving the way for real-world application of course knowledge.

Why take this course?

๐Ÿš€ **Course Headline:** Dive into the World of Natural Language Processing with "LangChain 101 for Beginners" - Your First Step into OpenAI's ChatGPT and LLMOps! ๐Ÿ“š **Course Title:** LangChain 101 for Beginners (OpenAI / ChatGPT / LLMOps) --- ๐Ÿง  **What You'll Learn:** - **The Fundamentals of LangChain and LLMs:** Gain a solid understanding of what LangChain is and how Large Language Models (LLMs) like OpenAI and HuggingFace work. - **Hands-On Experience with Python:** Build your own Python applications powered by LangChain and LLMs, and see the magic happen in real-time! - **Conversational Bots and Chatbots:** Explore the ins and outs of conversational bots, including memory management and context handling within LangChain. - **Real-World Application:** Learn how to apply these powerful models to your own documents and tasks, making your work smarter and more efficient. --- ๐ŸŽ“ **Course Structure:** **Module 1: Introduction to LangChain and LLMs** - What is LangChain? - Overview of Large Language Models (LLMs) - The role of OpenAI, HuggingFace, and Chroma in the ecosystem. **Module 2: Setting Up Your Development Environment** - Prerequisites and environment setup - Installing necessary packages and libraries - Initializing your LangChain project. **Module 3: Building Your First LangChain Application** - Understanding LangChain components - Crafting your first Python script with LangChain - Calling prompts and interpreting responses. **Module 4: Advanced LangChain Features** - Creating templates for more complex interactions - Chaining prompts to build dynamic applications - Implementing memory and context in conversational bots. **Module 5: Real-World Applications with LLMs** - How to apply LLMs to your documents and tasks - Best practices for integrating LLMs into production environments - Tips for optimizing performance and efficiency. --- ๐Ÿ› ๏ธ **Who Is This Course For?** - Python developers curious about LangChain and LLMs - Those looking to integrate conversational AI into their applications - Professionals interested in AI, machine learning, and natural language processing (NLP) - Beginners eager to learn the basics of AI with practical, hands-on projects. --- ๐ŸŒŸ **Why Choose This Course?** - **Expert Guidance:** Taught by industry expert Avinash Jain who brings years of experience in AI and language technology. - **Comprehensive yet Concise:** A concise curriculum that covers all the essentials, designed to save you time without compromising on quality. - **Fun Learning Experience:** We believe learning should be enjoyable! Expect engaging content, memes, and relatable real-world analogies. ๐Ÿ˜† - **Actionable Skills:** By the end of this course, you'll have practical skills to immediately apply LangChain and LLMs in your projects. --- ๐ŸŽ“ **Enroll Now and Script Your Future with LangChain!** Don't miss out on the opportunity to be at the forefront of language technology. Join "LangChain 101 for Beginners" and script your way into the future of AI with confidence, skill, and a touch of fun. Let's embark on this journey together! ๐Ÿš€๐Ÿ‘ฉโ€๐Ÿ’ป๐Ÿง 

Screenshots

LangChain 101 for Beginners (OpenAI / ChatGPT / LLMOps) - Screenshot_01LangChain 101 for Beginners (OpenAI / ChatGPT / LLMOps) - Screenshot_02LangChain 101 for Beginners (OpenAI / ChatGPT / LLMOps) - Screenshot_03LangChain 101 for Beginners (OpenAI / ChatGPT / LLMOps) - Screenshot_04

Reviews

Kshitij
October 16, 2023
I am a complete beginner to AI the course helped me get an idea, but it does not cover many scenarios I am facing while starting with AI, leaves a lot of topics uncovered. This would be more apt for someone who already knows AI programming and needs to brush up their knowledge.
Vivek
October 9, 2023
Yes, It was good match and best course for overall introduction to Langchain and how to use its components
Elad
October 4, 2023
I don't feel like I learned how to use langChain after this course, it feels more of a general showcase of its features. It's goes through very specific examples, some of it feels a bit rushed, student questions are left unanswered and it ends with 'see you in the next lecture' when there aren't any other lectures available. However, the explanations are clear, well spoken and it does cover the basics of langChain, I just wish it went into more detail.
Justin
September 29, 2023
So far, very simple explanations which is exactly what I was looking for. Great for mid-senior software engineers - no fluff!
Michael
September 14, 2023
very nice overview of capabilities with langchain. I want more from this instructor. Good pacing and plenty of quick examples.
GetMore
September 4, 2023
This course by Avinash exceeded expectations with its practical approach and to the point content. Avinash's expertise as an instructor shone through in his clear teaching style and dedication to real-world applications. The course strikes an excellent balance between theory and practice, providing valuable skills for harnessing language models in Python applications.
Anonymized
August 30, 2023
This course provided valuable skills for the future by delivering a comprehensive understanding of key concepts and practical applications
Alvin
August 26, 2023
Great course for beginners and even for those diving deep into GenAI. This is a solid grounding course.
Andrew
August 8, 2023
This is the style of learning for me. Very much to the point with quick examples. Very little time is spent on setup or explaining concepts that should be understood for a course like this.
Marcel
August 3, 2023
For an experienced IT guy is the exact thing that is needed to see a few full functioning "demos" how things work and what is the potential. This course opens the door for a more detailed understanding of LangChain and other topics. I liked it very much because I've read some things about the topics but I was getting bored by too many details. I like the way things are presented and I highly recommend that the author is producing a similar one summarizing the LangChain ecosystem. (Even though there are many around).
Duane
July 29, 2023
This was packed full of useful examples that can be applied during the course or soon after. The only think missing are pointers to deeper dives and if/how we can the same with other llms besides OpenAI. Lesson 4 was a great tease for what might be possible with langchain outside of openai, but that info was only in one lesson.
DANIEL
July 18, 2023
Really good introduction - quick and well structured. But it is almost too fast. Some optional deep sessions and an overview of the stuff not discussed in this course, quizzes etc. are lacking.
SUDESH
July 16, 2023
I wanted to get an introduction to LLM and langchain. The course explained me all the basics of using LLM with Simple Python examples. Its a fantastic course and I would recommend to anyone who is trying his hands on with OpenAI LLM.
Ben
July 8, 2023
A great course that is the perfect length each lesson and straight to the point. Would be great to see some different methods of each topic, such as, using Pinecone for online storage or other ways to store conversation history for chat bots in production. Avi is a great presenter/speaker and it's easy to stay focused with him even during fast paced delivery.
Daniel
June 29, 2023
It's a high level overview of the topics for someone with some knowledge of Python (or any other language, it would be easy to understand). Well explained and to the point.

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5407838
udemy ID
6/26/2023
course created date
6/28/2023
course indexed date
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