Technology
The definition of Machine Learning and other related areas such as: artificial intelligence, business analytics, business intelligence and Big Data, is provided. These are not academic definitions extracted from books, these are real world concepts as I see them. We discuss similarities, differences and overlap between all these, sometimes confusing terms, which people tend to misuse.
More Episodes
20 Perceptron: Machine Learning Begins
2021-03-15
2021-03-15
19 ICA: Independent Component Analysis
2021-01-24
2021-01-24
18 PCA: Principal Component Analysis
2021-01-10
2021-01-10
17 Anomaly Detection: Clustering
2020-12-22
2020-12-22
16 Anomaly Detection: Control Charts
2020-10-19
2020-10-19
15 Adaboost: Adaptive Boosting
2020-09-28
2020-09-28
14 XGBoost: The Winner of Many Competitions
2020-07-26
2020-07-26
13 Random Forest
2020-07-12
2020-07-12
12 Decision Trees
2020-05-31
2020-05-31
11 Inferential Statistics
2020-05-10
2020-05-10
10 Logistic Regression
2020-04-26
2020-04-26
09 Regularization to Deal with Overfitting
2020-04-19
2020-04-19
07 COVID-19
2020-03-28
2020-03-28
06 How to Become a Data Scientist
2020-03-15
2020-03-15
05 Machine Learning: Use Cases Part 2
2020-03-08
2020-03-08
04 Machine Learning: Use Cases
2020-02-23
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01 Introduction and Expectations
2020-01-26
2020-01-26
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