All the materials are available in the below link
https://github.com/krishnaik06/TheGr...
Visit https://krishnaik.in for data sscience blogs
Time Stamp:
00:00:00 Introduction
00:01:25 AI Vs ML vs DL vs Data Science
00:07:56 Machine LEarning and Deep Learning
00:09:05 Regression And Classification
00:18:14 Linear Regression Algorithm
01:07:14 Ridge And Lasso Regression Algorithms
01:33:08 Logistic Regression Algorithm
02:13:52 Linear Regression Practical Implementation
02:28:30 Ridge And Lasso Regression Practical Implementation
02:54:21 Naive Baye's Algorithms
03:16:02 KNN Algorithm Intuition
03:23:47 Decision Tree Classification Algorithms
03:57:05 Decision Tree Regression Algorithms
04:02:57 Practical Implementation Of Deicsion Tree Classifier
04:09:14 Ensemble Bagging And Bossting Techniques
04:21:29 Random Forest Classifier And Regressor
04:29:58 Boosting, Adaboost Machine Learning Algorithms
04:47:30 K Means Clustering Algorithm
05:01:54 Hierarichal Clustering Algorithms
05:11:28 Silhoutte Clustering Validating Clusters
05:17:46 Dbscan Clustering Algorithms
05:25:57 Clustering Practical Examples
05:35:51 Bias And Variance Algorithms
05:43:44 Xgboost Classifier Algorithms
06:00:00 Xgboost Regressor Algorithms
06:19:04 SVM Algorithm Machine LEarning Algorithm
►Data Science Projects:
• Now you Can Crack Any ML Interviews ...
►Learn In One Tutorials
Statistics in 6 hours: • Complete Statistics For Data Science ...
Machine Learning In 6 Hours: • Complete Machine Learning In 6 Hours|...
Deep Learning 5 hours : • Deep Learning Indepth Tutorials In 5 ...
►Learn In a Week Playlist
Statistics: • Live Day 1 Introduction To statistic...
Machine Learning : • Announcing 7 Days Live Sessions On Ma...
Deep Learning: • 5 Days Live Deep Learning Community S...
NLP : • Announcing NLP Live community Sessions
►Detailed Playlist:
Stats For Data Science In Hindi : • Starter Roadmap For Learning Statisti...
Machine Learning In English : • Complete Road Map To Be Expert In Pyt...
Machine Learning In Hindi : • Introduction To Machine Learning Algo...
Complete Deep Learning: • Why Deep Learning Is Becoming So Popu...