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My Channel

I have a YouTube channel named Majaa Matrix (Fun Matrix) dedicated for teaching Data Science related technologies such as Python, Deep Learning and Machine Learning in the Tamil language. Alright, but why in Tamil? Long story short: I was a Tamil Medium School Student. Learning struggle is double for those who are not comfortable with English. I also encouraged many of my colleages who speak different regional languages to create channel for those specific learners.


Python Video Series (️▶️ 4 Videos ⏳ 1 Hour)

  1. Python Language in Tamil - Part 1 | #1
  2. Python Language in Tamil - Part 2 | #2
  3. Python Language in Tamil - Part 3 | #3
  4. Python Language in Tamil - Part 4 | #4


Deep Learning Video Series (▶️ 25 Videos ⏳ 22 Hours)

  1. Introduction to Deep Learning & Artificial Intelligence | Deep Learning in Tamil -Part 1|#5
  2. Linear Regression - | Deep Learning in Tamil - Part 2 | #6
  3. Logistic Regression to Neural Networks | Deep Learning in Tamil - Part 3 | #7
  4. Gradient Descent & Back propagation | Deep Learning in Tamil - Part 4 | #8
  5. Activation Functions - A Study | Deep Learning in Tamil - Part 5 | #9
  6. Building Neural Networks with Keras - Hands on | Deep Learning in Tamil - Part 6 | #10
  7. Save, Load, Retrain Model & Analysis - Hands on | Deep Learning in Tamil - Part 7 | #11
  8. Dataset and Evaluation Measures | Deep Learning in Tamil - Part 8 | #12
  9. Underfitting and Overfitting | Deep Learning in Tamil - Part 9 | #13
  10. Regularization Methods | Deep Learning in Tamil - Part 10 | #14
  11. Optimizers and Hyperparameter Tuning | Deep Learning in Tamil - Part 11 | #15
  12. Regularization with Keras - Hands on | Deep Learning in Tamil - Part 12 | #16
  13. Convolutional Neural Networks | Deep Learning in Tamil - Part 13 | #17
  14. Applications of Convolutional Neural Networks | Deep Learning in Tamil - Part 14 | #18
  15. Building CNN with Keras - Hands on | Deep Learning in Tamil - Part 15 | #19
  16. Visualize Design CNN & Transfer Learning- Hands on | Deep Learning in Tamil - Part 16 | #20
  17. Recurrent Neural Networks | Deep Learning in Tamil - Part 17 | #21
  18. LSTM & GRU - Recurrent Neural Networks | Deep Learning in Tamil - Part 18 | #22
  19. Word Embeddings & RNN Applications | Deep Learning in Tamil - Part 19 | #23
  20. Building RNN with Keras - Hands on | Deep Learning in Tamil - Part 20 | #24
  21. Autoencoder - Unsupervised Learning | Deep Learning in Tamil - Part 21 | #25
  22. Building Autoencoder with Keras | Deep Learning in Tamil - Part 22 | #26
  23. Variational Autoencoder & GANs | Deep Learning in Tamil - Part 23 | #27
  24. Building GANs with Tensorflow | Deep Learning in Tamil - Part 24 | #28
  25. Advanced Topics in CNN & RNN | Deep Learning in Tamil - Part 25 | #29


Machine Learning Video Series (▶️ 40 Videos ⏳ 39 Hours)

  1. Introduction to Machine Learning | Machine Learning in Tamil - Part 1 | #30
  2. Decision Tree - ID3 | Machine Learning in Tamil - Part 2 | #31
  3. Decision Tree - C4.5 | Machine Learning in Tamil - Part 3 | #32
  4. Decision Tree - CART | Machine Learning in Tamil - Part 4 | #33
  5. Decision Tree - Comparison & Conclusion | Machine Learning in Tamil - Part 5 | #34
  6. Decision Tree - Hands on with Python | Machine Learning in Tamil - Part 6 | #35
  7. Linear & Polynomial Regression, Gradient Descent | Machine Learning in Tamil - Part 7 | #36
  8. Implementing Linear & Polynomial Regression - A Hands on| Machine Learning in Tamil - Part 8 | #37
  9. Evaluation Measures for Classification & Regression| Machine Learning in Tamil - Part 9 | #38
  10. Data Preprocessing - Part 1| Machine Learning in Tamil - Part 10 | #39
  11. Customer Segmentation - Classification Metrics Lab | Machine Learning in Tamil - Part 11 | #40
  12. Stock Market Prediction - Regression Metrics Lab | Machine Learning in Tamil - Part 12 | #41
  13. Data Exploratory Analysis with Titanic Dataset | Machine Learning in Tamil - Part 13 | #42
  14. Hands on: Preprocessing Tabular, Text & Image Data | Machine Learning in Tamil - Part 14 | #43
  15. Evaluation: Underfitting & Overfitting, Cross Validation | Machine Learning in Tamil - Part 15 | #44
  16. Perceptron | Machine Learning in Tamil - Part 16 | #45
  17. Logistic Regression | Machine Learning in Tamil - Part 17 | #46
  18. Divorce Prediction - Perceptron vs Logistic Regression | Machine Learning in Tamil - Part 18 | #47
  19. Support Vector Machines for Classification & Regression | Machine Learning in Tamil - Part 19 | #49
  20. Face Recognition using Support Vector Machines | Machine Learning in Tamil - Part 20 | #50
  21. Neural Networks or Multilayer Perceptron | Machine Learning in Tamil - Part 21 | #51
  22. Overfitting, Underfitting & Regularization | Machine Learning in Tamil - Part 22 | #52
  23. Hands on: Regularization for Tree & Parametric Models | Machine Learning in Tamil - Part 23 | #53
  24. Naive Bayes Classification Model | Machine Learning in Tamil - Part 24 | #54
  25. k-Nearest Neighbors Model | Machine Learning in Tamil - Part 25 | #55
  26. Distance or Similarity Measures | Machine Learning in Tamil - Part 26 | #56
  27. Ensemble Learning | Machine Learning in Tamil - Part 27 | #57
  28. Hands on: Naive Bayes Classification | Machine Learning in Tamil - Part 28 | #58
  29. Hands on: KNN Classification & Regression | Machine Learning in Tamil - Part 29 | #59
  30. Hands on: Ensemble Learning Classification & Regression | Machine Learning in Tamil - Part 30 | #60
  31. Random Forest Classification & Regression | Machine Learning in Tamil - Part 31 | #61
  32. AdaBoost Classification & Regression | Machine Learning in Tamil - Part 32 | #62
  33. Gradient Boosting Classification & Regression | Machine Learning in Tamil - Part 33 | #63
  34. Hands on: Random Forest, AdaBoost & Gradient Boosting | Machine Learning in Tamil - Part 34 | #64
  35. Feature Selection | Machine Learning in Tamil - Part 35 | #65
  36. Hyperparameter Optimization | Machine Learning in Tamil - Part 36 | #66
  37. Unsupervised Learning | Machine Learning in Tamil - Part 37 | #67
  38. Clustering | Machine Learning in Tamil - Part 38 | #68
  39. K-Means Clustering | Machine Learning in Tamil - Part 39 | #69
  40. Hierarchical Clustering | Machine Learning in Tamil - Part 40 | #70


Questions & Answers (▶️ 1 Video ⏳ 16 Mins)

  1. AI & Data Science என்றால் என்ன? FAQs | Q&A Episode 1 | #48