Machine Learning with Coffee

20 Episodes

1. 20 Perceptron: Machine Learning Begins

   Published: 3/15/2021
2. 19 ICA: Independent Component Analysis

   Published: 1/24/2021
3. 18 PCA: Principal Component Analysis

   Published: 1/10/2021
4. 17 Anomaly Detection: Clustering

   Published: 12/22/2020
5. 16 Anomaly Detection: Control Charts

   Published: 10/19/2020
6. 15 Adaboost: Adaptive Boosting

   Published: 9/28/2020
7. 14 XGBoost: The Winner of Many Competitions

   Published: 7/26/2020
8. 13 Random Forest

   Published: 7/12/2020
9. 12 Decision Trees

   Published: 5/31/2020
10. 11 Inferential Statistics

    Published: 5/10/2020
11. 10 Logistic Regression

    Published: 4/26/2020
12. 09 Regularization to Deal with Overfitting

    Published: 4/19/2020
13. 08 Linear Regression: The Return of the Queen

    Published: 4/4/2020
14. 07 COVID-19

    Published: 3/28/2020
15. 06 How to Become a Data Scientist

    Published: 3/15/2020
16. 05 Machine Learning: Use Cases Part 2

    Published: 3/8/2020
17. 04 Machine Learning: Use Cases

    Published: 2/23/2020
18. 03 What is Machine Learning?

    Published: 2/12/2020
19. 02 My Personal Journey: How I Became a Data Scientist

    Published: 2/2/2020
20. 01 Introduction and Expectations

    Published: 1/26/2020