Learn Machine Learning for FREE in Tamil | Ultimate Course for Beginners

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In this video I have explained all the basic machine learning algorithms and concepts in tamil.
00:01 - Introduction to Machine Learning
10:00 - Supervised Algorithm - Regression
22:55 - Decision Trees
34:55 - K Nearest Neighbors (KNN)
42:55 - Bias, Variance, Underfitting, Overfitting
55:40 - Random Forest
1:05:25 - Support Vector Machine (SVM)
1:16:00 - Naive Bayes
1:28:45 - Numpy Tutorial
1:45:50 - Pandas Tutorial
2:15:15 - Feature Engineering - Feature Selection
2:38:15 - Feature Encoding
2:52:15 - Balanced and Imbalanced Dataset
2:59:45 - Train Test Split
3:07:35 - Feature Scaling
3:15:25 - Outliers
3:23:00 - Classification Evaluation Metrics
3:37:20 - Regression Evaluation Metrics
3:46:35 - Unsupervised learning - Clustering - K means clustering
3:57:20 - Dimensionality Reduction - Principal Component Analysis
Cross Validation - • Machine Learning in Ta...
Hyperparameter Tuning - • Machine Learning in Ta...
Full playlist Link for projects - • Machine Learning In Tamil
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