Complete Machine Learning Course in 60 Hours - Part 2 | Full Machine Learning Course for Beginners

🤖 My end-to-end Machine Learning Course - Udemy (2026): https://www.udemy.com/course/machine-... This Complete Machine Learning Course video will help you understand and learn Machine Learning in detail. This Machine Learning Tutorial is ideal for both beginners as well as professionals who want to master Machine Learning concepts & practice. In my complete GenAI course, You’ll: 🚀 Build 3 cloud-deployed AI projects 🧠 Master RAG, AI Agents & MCP step-by-step 💼 Learn job-ready skills in Generative AI that top tech companies expect Complete Machine Learning Course in 60 Hours - Part 1:    • Complete Machine Learning Course in 60 Hou...   Github repository link for Colab Notebooks: https://github.com/siddhardhan23/Comp... All Datasets Link: https://drive.google.com/drive/folder... Timestamp for the topics covered in this Machine Learning Course video: 00:00 Introduction 5:15 Mathematics for ML - Introduction 10:39 Linear Algebra - Vectors 20:40 Vector Operations - Part 1 33:35 Vector Operations in Python - Part 1 53:18 Vector Operations - Part 2 1:03:34 Vector Operations in Python - Part 2 1:22:06 Matrix - Basics 1:35:45 Working with Matrix in Python 1:54:09 Matrix Operations 2:12:36 Matrix Operations in Python 2:44:38 Statistics for ML - Intro 2:53:26 Statistics Basics & Types of Data 3:06:55 Types of Statistics 3:20:46 Statistical Study - Types 3:32:57 Population & Sample 3:56:24 Central Tendencies 4:12:45 Measure of Variability 4:25:25 Percentiles & Quantiles 4:34:10 Correlation & Causation 4:47:41 Hypothesis Testing 4:57:45 Probability for ML 5:05:55 Basics of Probability 5:15:52 Random Variables & its Types 5:25:22 Probability Distribution for Random Variables 5:35:18 Normal Distribution & Skewness 5:44:55 Poisson Distribution 5:55:19 Module 6: ML Models 6:16:07 Supervised Learning Models 6:24:05 Unsupervised Learning Models 6:30:45 Model Selection & Cross Validation 6:45:01 Overfitting 6:59:03 Underfitting 7:07:37 Bias Variance Tradeoff 7:26:12 Loss Function 7:40:24 Model Evaluation 7:55:58 Model Parameters & Hyperparameters 8:28:15 Gradient Descent 8:54:01 ML Use Case 4: Heart Disease Prediction 10:32:55 ML Use Case 6: Loan Approval Prediction Note: Audio is not proper for "ML Use Case 5: House Price Prediction" Kindly check this video for House Price Prediction alone:    • Project 3. House Price Prediction using Ma...   Machine Learning Projects Playlist:    • Machine Learning Projects   Hello everyone! I am setting up a donation campaign for my YouTube Channel. If you like my videos and wish to support me financially, you can donate through the following means: From India 👉 UPI ID : siddhardhselvam2317@oksbi Outside of India? 👉 Paypal id: siddhardhselvam2317@gmail.com (No donation is small. Every penny counts) Thanks in advance! LinkedIn:   / siddhardhan-s-741652207   Telegram Group: https://t.me/siddhardhan Facebook group: https://www.facebook.com/groups/49085... Instagram:   / siddhardhan23