Machine Learning Full Course with Scikit‑Learn | Math + Python + AI | Sagar Chouksey

Masters In Data-Analytics with GenAI (Super 30 Batch) - https://codingwise.in/program/data-analytics Python for Data Science - https://programs.codingwise.in/python-for-data-science-analysis/ Get 700+ Ready-made Projects Code👇 https://codingwithsagar.in/developerschoicebundle/ Resources - https://programs.codingwise.in/data-science-resources/ This is your one-stop complete course to learn Machine Learning from scratch - ideal for aspiring Data Scientists, AI Engineers & Python Developers. In this 4-hour complete machine learning tutorial, you'll learn everything required to master Machine Learning, AI fundamentals, and Scikit-Learn, starting from the math foundations all the way to real-world coding. Timestamps: 5:29 – 44:04 → Maths Required for Machine Learning 44:04 – 1:05:41 → Foundation of Machine Learning (AI vs ML vs DL, Concepts) 1:05:41 – 1:14:57 → Core Machine Learning Topics (X/y, Models, Predictions) 1:14:57 – 2:05:11 → Data Preprocessing (Missing Data, Encoding, Scaling, Splitting) 2:05:11 – 2:59:19 → Supervised Machine Learning (Regression, Classification, KNN, Decision Trees) 2:59:19 – 3:34:00 → Model Evaluation & Metrics (Accuracy, Precision, Recall, F1, MAE, MSE, RMSE) 3:34:00 – 4:13:19 → Student Score Prediction Project (Start-to-Finish Walkthrough) Tools Used: Python, Scikit-Learn, Numpy, Pandas, Matplotlib Skills You’ll Gain: ML pipeline mastery (preprocessing to deployment) Understanding AI/ML/DL differences Math foundations for ML success Confidence to tackle real-world ML challenges Other Data-Science Lectures: Complete Python (Beginner to Advanced) : https://youtu.be/gPvYox9JIYI?si=AY3sbM93Q2tIDOAZ Matplotlib for Data Visualisation - https://youtu.be/kM_eVEEWfnE Database Using SQL for Data Science - https://youtu.be/5EZ-qcqAHug?si=42C2FYfca8qxW0he Pandas Library for Data Science : https://youtu.be/qrMnoY8qBJM?si=Ny6PCF3phn32DZKj Numpy Library for Data Science : https://youtu.be/9DhZ-JCWvDw?si=_QceEoUP-_efHaW2 Flask Framework for Data Science - https://youtu.be/QZfaRHzWM0k Python Project for Beginners - https://youtu.be/DWjEqKLDUXQ PowerBI Tutorial - https://youtu.be/2rOjSOoZB08?si=xIveHiMQxSlwqs6R Advanced Excel - https://youtu.be/fmiF9PdEnGY?si=MYUrSrCtAySdHKMw OpenCV Computer Vision - https://youtu.be/yQu_3e7MAr0?si=7lQ4uDBbsjSgPgIP Connect with us: LinkedIn - https://in.linkedin.com/in/sagarchouksey4840 Instagram - https://www.instagram.com/codingwithsagar Telegram - https://telegram.me/sagar4840 Youtube - https://www.youtube.com/@codingwithsagarcw/ Website - https://codingwise.in/ #MachineLearning #PythonForML #ScikitLearn #AI #MathForML #DataScienceCourse #MLProjects #CompleteMLCourse