Complete Machine Learning Course in 60 Hours - Part 1 | Full Machine Learning Course with Python
Siddhardhan
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Complete Machine Learning Course in 60 Hours - Part 1 | Full Machine Learning Course with Python
822 426 просмотров · 4 года назад
Siddhardhan
182 тыс. подписчиков
822 426 просмотров · 4 года назад
🤖 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
Hi! I will be conducting one-on-one discussion with all channel members. Checkout the perks and Join membership if interested: / @siddhardhan
All presentation files for the Machine Learning course as PDF for as low as ₹200 (INR): Drop a mail to siddhardhans2317@gmail.com
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
4:22 AI vs ML vs DL
9:40 Types of Machine Learning
16:05 Supervised Learning & its Types
21:34 Unsupervised Learning & its Types
27:55 Deep Learning
36:11 Google Colaboratory - basics
45:53 Python Basics
1:08:36 Basic Data types in Python
1:28:40 List, Tuple, Set, Dictionary
1:55:36 Operators in Python
2:14:50 If Else Statement in Python
2:28:42 Loops in Python
2:44:20 Functions in Python
2:59:16 Numpy Tutorial
3:44:03 Pandas Tutorial
4:33:06 Matplotlib Tutorial
5:01:25 Seaborn Tutorial
5:37:34 Data Collection for ML
5:50:46 Importing datasets through Kaggle API
6:05:15 Handling Missing Values
6:29:58 Data Standardization
6:49:30 Label Encoding
7:06:56 Train Test Split
7:19:16 Handling Imbalanced Dataset
7:38:24 Feature Extraction of Text data
7:52:03 Numerical dataset processing
8:11:42 Textual data Processing
8:47:12 ML Use case 1: Rock vs Mine Prediction
9:35:35 ML Use case 2: Diabetes Prediction
10:38:53 ML Use case 3: Spam Mail Prediction
Machine Learning Projects Playlist: • Machine Learning Projects
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