Complete Machine Learning Course in 60 Hours - Part 1 | Full Machine Learning Course with Python

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. Complete Generative AI Course for Beginners: https://linktr.ee/siddhardhan Hi! I will be conducting one-on-one discussion with all channel members. Checkout the perks and Join membership if interested: https://www.youtube.com/channel/UCG04dVOTmbRYPY1wvshBVDQ/join 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/Complete-Machine-Learning-Course-Part-1 All Datasets Link: https://drive.google.com/drive/folders/1NEs0rpFelfzSWAJ6y832EDpW9ImQH4QJ?usp=sharing 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: https://youtube.com/playlist?list=PLfFghEzKVmjvuSA67LszN1dZ-Dd_pkus6 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: https://www.linkedin.com/in/siddhardhan-s-741652207 Telegram Group: https://t.me/siddhardhan Facebook group: https://www.facebook.com/groups/490857825649006/?ref=share Instagram: https://www.instagram.com/siddhardhan23