Hands-On Generative AI: Applying Your Tabular Data With ChatGPT, GPT-4, and LangChain
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Alina Zhang
1:05:41
22 View
01 - Talk to your data using GPT models and LangChain.mp4
00:45
02 - Introduction to course materials.mp4
01:25
01 - Set up the development environment.mp4
03:33
02 - Load data into LangChain.mp4
03:45
03 - Split documents into smaller chunks.mp4
03:59
04 - Vectorstores and embedding.mp4
04:37
05 - Retrieve relevant chunks.mp4
03:50
01 - RAG for question answering.mp4
05:38
02 - Custom prompt template.mp4
04:53
03 - Entity detection and recognition.mp4
07:07
04 - Output in structured data.mp4
07:24
05 - Sentiment analysis.mp4
06:31
06 - Text summarization with a focus.mp4
05:27
01 - Async to speed up the run.mp4
05:52
01 - Thank you.mp4
00:55
Description
In this course, get hands-on experience with generative AI and natural language processing, and discover how openAI models work with tabular data. Join instructor Alina Zhang to learn how to leverage ChatGPT, GPT-4, and LangChain to perform advanced NLP tasks like summarization, entity detection, semantic analysis, and question answering. Learn to apply large language models on tabular data such as pandas DataFrames and CSV files. This course is your gateway to talk to your own data with generative AI solutions.
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Alina Zhang
Instructor's Courses
Linkedin Learning
View courses Linkedin LearningLinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications.
It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.
- language english
- Training sessions 15
- duration 1:05:41
- English subtitles has
- Release Date 2024/02/15
