1 Visningar¡ 16 Augusti 2022
Machine Learning Course for Beginners
Advertisement
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
đ Course website with learning resources: https://antern.co/pages/ml001.html
đť Code: https://github.com/ayush714/ML....001-Project-Sources-
âď¸ Course developed by Ayush Singh. Check out his channel: https://www.youtube.com/c/neweraa
âď¸ Course Contents âď¸
â¨ď¸ (0:00:00) Course Introduction
â¨ď¸ (0:04:34) Fundamentals of Machine Learning
â¨ď¸ (0:25:22) Supervised Learning and Unsupervised Learning In Depth
â¨ď¸ (0:35:39) Linear Regression
â¨ď¸ (1:07:06) Logistic Regression
â¨ď¸ (1:24:12) Project: House Price Predictor
â¨ď¸ (1:45:16) Regularization
â¨ď¸ (2:01:12) Support Vector Machines
â¨ď¸ (2:29:55) Project: Stock Price Predictor
â¨ď¸ (3:05:55) Principal Component Analysis
â¨ď¸ (3:29:14) Learning Theory
â¨ď¸ (3:47:38) Decision Trees
â¨ď¸ (4:58:19) Ensemble Learning
â¨ď¸ (5:53:28) Boosting, pt 1
â¨ď¸ (6:11:16) Boosting, pt 2
â¨ď¸ (6:44:10) Stacking Ensemble Learning
â¨ď¸ (7:09:52) Unsupervised Learning, pt 1
â¨ď¸ (7:26:58) Unsupervised Learning, pt 2
â¨ď¸ (7:55:16) K-Means
â¨ď¸ (8:20:21) Hierarchical Clustering
â¨ď¸ (8:50:28) Project: Heart Failure Prediction
â¨ď¸ (9:33:29) Project: Spam/Ham Detector
đ Thanks to our Champion and Sponsor supporters:
đž Wong Voon jinq
đž hexploitation
đž Katia Moran
đž BlckPhantom
đž Nick Raker
đž Otis Morgan
đž DeezMaster
đž AppWrite
--
Learn to code for free and get a developer job: https://www.freecodecamp.org
Read hundreds of articles on programming: https://freecodecamp.org/news
Strax
Advertisement
0 Kommentarer