Machine Learning

Supervised Vs Unsupervised Machine Learning

What is MLOps?

Supervised Machine Learning

1. Linear Regression with Excel
2. Logistic Regression with Gretl
3. Python: Linear Regression
4. Python: Logistic Regression
5. Python: K Nearest Neighbor
6. Python: Naive Bayes’
7. R: Simple Linear Regression
8. R: Decision Trees (Classification)
9. R: Decision Trees (Regression)
10. Python: Support Vector Machine (SVM)

Unsupervised Machine Learning

1. Python: K Means Cluster
2. Python: K Means Clustering Part 2
3. R: K-Means Clustering
4. R: K-Means Clustering- Deciding how many clusters

Evaluation Metrics

1. Python: Confusion Matrix

Data Sets

1. Where to find data sets