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????
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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

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/

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