Adanced Python Projects Build AI Applications

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1:22:19

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01 - Introduction

01 - Eleate Your Python portfolio with adanced AI applications.mp4

00:53

02 - What should you know before taking this course.mp4

00:53

03 - Using GitHub Codespaces with this course.mp4

02:50

04 - A refresher of object-oriented programming concepts.mp4

03:55

02 - 1. NLP Build a Chatbot with Sentiment Analyzer

01 - Processing user input.mp4

01:31

02 - Analyzing sentiment.mp4

01:28

03 - Displaying automated chatbot responses based on sentiment.mp4

00:54

04 - Tailoring chatbot response based on sentiment score.mp4

02:27

05 - Intiating the chatbot and printing sentiment-based responses.mp4

02:10

03 - 2. Machine Learning Using Python to Find Your Next Business Opportunity

01 - Data analytics using pandas, matplotlib, and scikit-learn.mp4

04:55

02 - Data preprocessing and scaling.mp4

08:00

03 - Model selection.mp4

03:41

04 - Hyperparameter tuning.mp4

03:50

05 - Linear regression, random forest, and gradient boosting.mp4

04:26

06 - Predicting price based on model ealuation results.mp4

04:22

04 - 3. Chat with Your Documents Using LLM Back-end with OpenAI, Python, AWS, and FastAPI

01 - Setting up MongoDB.mp4

04:24

02 - Generate chat responses using GPT-3.5 and Langchain.mp4

02:46

03 - Load conersation history for a gien session ID.mp4

01:16

04 - Create new sessions and add chat history to existing sessions.mp4

01:11

05 - Setup FastAPI app, CORS, S3 session, and obtain a chat response.mp4

03:43

06 - Upload files to Amazon S3 storage bucket.mp4

02:39

07 - Deploy and run the chatbot.mp4

04:02

05 - 4. Chat with Your Documents Using LLM Front-end with Streamlit

01 - Introduction to API communication with Python.mp4

03:51

02 - File uploads and adanced API interactions.mp4

01:41

03 - Streamlit app basics and file handling.mp4

02:29

04 - Uploading files to API endpoints with Streamlit.mp4

01:21

05 - Building a chat interface with Streamlit.mp4

02:04

06 - How to run the front end of the chatbot.mp4

03:12

06 - Conclusion

01 - Your next steps.mp4

01:25

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LinkedIn 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.