Build a RAG GenAI Chatbot & Machine Learning Model From Scratch | Day 14: Just Enough Python for AI

Build a RAG GenAI Chatbot & Machine Learning Model From Scratch | Day 14: Just Enough Python for AI

This is the moment everything comes together. You'll use all your Python, NumPy, and Pandas skills to build your very first predictive machine learning model. We'll take the famous Titanic dataset and train a model to predict who would survive.
Then, In our final project, you'll learn how to connect to the power of Large Language Models like GPT by using the OpenAI API. You will write the Python code to build a simple but functional command-line chatbot.

In this video, we'll cover:
► The basic intuition behind Machine Learning.
► How to split data into training and testing sets.
► Training a classification model with Scikit-learn.
► Setting up the OpenAI Python library.
► Writing a loop to send prompts and receive AI-generated responses.

📂 Get the code for this lesson: https://github.com/satish-r-singh/Jus...
📂 Get all the code for the entire course: https://github.com/satish-r-singh/Jus...
▶️ Watch the full 14-Day Challenge playlist:    • Just Enough Python for AI & Data Science (...  

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► Buy Me a Coffee: https://buymeacoffee.com/satish_rohit...

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💼 LinkedIn:   / satish-r-singh  

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🐍 JUST ENOUGH PYTHON FOR AI & DATA SCIENCE (2025): THE 14-DAY CHALLENGE

This video is part of a complete, free 14-day course. Follow the full curriculum below!

► Day 1: Course Overview & Getting Started (You are here)
🔹 Day 2: Python's Core Building Blocks (Variables & Data Types)
🔹 Day 3: How to Control Your Code with Loops & Conditionals
🔹 Day 4: Mastering Python Lists & Tuples
🔹 Day 5: The Perfect Guide to Python Dictionaries & Sets
🔹 Day 6: Stop Repeating Yourself with Python Functions
🔹 Day 7: Intro to NumPy: Python's Most Powerful Array Library
🔹 Day 8: Blazing Fast Math with NumPy Arrays
🔹 Day 9: Intro to Pandas DataFrames
🔹 Day 10: The #1 Skill in Data Science: Cleaning Data with Pandas
🔹 Day 11: Unlock Data Insights with Pandas GroupBy & Aggregation
🔹 Day 12: Create Your First Data Visualizations with Matplotlib
🔹 Day 13: Make Your Data Beautiful with Seaborn
🔹 Day 14 (Part 1): Build Your First Machine Learning Model
🔹 Day 14 (Part 2): Code a Real GenAI Chatbot!

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