Build an AI/NLP TV Series Analysis System with Hugging Face, Chatbots, Spacy, Gradio, and Python
In this video, you’ll learn how to analyze your favorite TV series with AI, LLMs, and NLP. You’ll start by gathering and scraping data from the internet using Scrapy. Then you’ll understand what Neural networks are and how they evolved to be those big LLMs. We will then shift to implementing our first LLM to get the main themes of the series using Hugging Face and Transformers. After that, we will Create a character Network that shows how big each character is and plot how strong the relationship between the characters is. This will be Spacy’s NER model, Network X, and Pyviz. The Third model w…
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Chapters (7)
Introduction
1:20
Gathering your Dataset
44:55
NLP and Transformers Intro
1:08:24
Theme Classification
2:35:55
Character Network
3:31:20
Text Classifier
4:49:15
Character Chat Bot
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