📍 Build Your First Real AI Model — No Experience Needed! Welcome to Module 4 of our FREE AI Training (Level 1), where you'll apply everything you've learned to build a real-world project: predicting house prices using Python and Linear Regression 🧠🏡 📦 In This Video, You’ll Learn: ✅ What Linear Regression really is (made simple) ✅ How to clean and prepare data using pandas ✅ How to train a model using scikit-learn ✅ How to make real predictions with your own code ✅ How to turn this into a portfolio project 💼 #MachineLearning #Python #DataScience #AIForBeginners #LinearRegression This is a hands-on project can also be done on your phone — no fancy setup required! 🎓 Join the full course here: Google Classroom → https://classroom.google.com/c/Nzg2OTY0NzU4NjI4?cjc=7oarx5x4 Subscribe for more: @Vi2sDk 👩🏽‍💻 Tech Skills You’ll Practice: Data preprocessing Feature selection Model training & prediction Evaluation basics 🎯 Perfect for those building their first AI portfolio project! 📱 Mobile-Friendly AI Course: Learn from your phone. Practice in the cloud. Start building today! 💬 Drop your prediction score or question in the comments! 🔖 What is covered: – Intro & What You’ll Learn – What is Linear Regression? – Exploring the Dataset – Writing the Code (Step-by-Step) – Making Predictions – How to Extend This to New Projects Python for AI in 2025 🐍 | Learn to Code Smart (Beginner Tutorial) Important Timestamps: 0:00 Intro to Hands-on Project 0:20 Sign into Anaconda Cloud 0:30 Open Jupyter Notebook 1:01 AI - Machine Learning ML workflow 2:30 Live Python Coding: Import necessary libraries Pandas, Sci-kit learn, Matplotlib 3:20 Live Python Coding: Generate Synthetic Data Create Pandas DataFrame 6:30 Live Python Coding: Data Preparation - Defining Features (X) and Target (y) 7:25 Live Python Coding: Data Preparation - Train-Test Split 8:50 Live Python Coding: Model Building - Initialize Linear Regression Model 9:45 Live Python Coding: Model Building - Fitting the Model to the Data 10:30 Live Python Coding: Model Prediction - Making Forecasts on unseen data 12:40 Live Python Coding: Model Evaluation - Assessing Performance 15:40 Live Python Coding: Predicting on new, custom data (Real-World Application) 19:30 Live Python Coding: Optional - Visualization of Predictions 23:45 Live Python Coding: Run the code. Execute the AI - Machine Learning Pipeline 26:28 Conclusion & Next Up: Level 2 (Advanced ML, Neural Networks, Computer Vision and NLP. This hands-on module covers: ✅ **Why Python for AI?:** Discover why Python is the language of choice for AI development due to its simplicity and vast ecosystem. ✅ **Setting Up Your AI Workbench:** Get started with Anaconda and Jupyter Notebooks for interactive coding. ✅ **Python Fundamentals:** Learn core programming concepts like variables, data types, control flow (if/else, loops), and functions. ✅ **NumPy - The Numerical Powerhouse:** Efficiently handle arrays and perform high-performance numerical computations, crucial for ML algorithms. ✅ **Pandas - Your Data Maestro:** Master data manipulation, loading, cleaning, and analysis with DataFrames. No prior coding experience required! This module empowers you with the practical skills to start building AI. 🚀 **Ready to code your future?** Enroll in Level 1 of the Comprehensive AI Online Course today! 👉 https://classroom.google.com/c/Nzg2OTY0NzU4NjI4?cjc=7oarx5x4 🔔 Don't forget to **SUBSCRIBE** to the Vi-2s-Dk Foundation YouTube channel for more FREE AI tutorials and insights! @Vi2sDk #FreeAICourse #PredictHousePrices #AIForBeginners #LinearRegression #MachineLearning2025 #PythonForAI #AIProjects #BuildWithAI #Python #PythonforAI #LearnPython #FreeCodingCourse #MachineLearningPython #NumPy #Pandas #JupyterNotebook #CodingforBeginners #FreeAI #OnlineLearning #AITraining #ProgrammingBasics #DataSciencePython #Vi2sDkFoundation #BeginnerFriendly Start your coding journey into AI with Python — the #1 language in the world of tech and machine learning. Learn variables, loops, lists, and even build a mini BMI calculator. #PythonForAI #LearnToCode #AI2025 #TechSkills #JupyterNotebook 💻 Hands-on Python with real examples 🧠 Part of the Free AI Course 2025 Topics covered in the live coding session: Timestamp: - Why Python for AI? - Setting Up Your AI Workbench - Python Fundamentals - Python Variables and Data Types - Python Operators and Python Math - Python Control Flow: Decisions - If, Elif and Else - Python Control Flow: Repititions - For loops and While Loops - Python Lists and Iterations - Python Functions - Python Libraries - NumPy - The Numerical Powerhouse - Pandas - Your Data Maestro - Using Python Libraries - Install and Import - Python Mini Project - BMI Calculator - Recap & Summary - Next Up: Hands-on Project