Machine Learning Express

Transcript

1. A travel through the valley of algorithms Pratik Parmar Machine Learning Express
2. The Journey: What is Machine Learning?!
3. The Junctions: Types of Machine Learning Supervised Learning Unsupervised Learning Semi Supervised Learning Reinforcement Learning
4. Junction Number 1: Supervised Learning
5. Sightseeing: Decision Trees
6. Sightseeing: Naïve Bayes Classification
7. Sightseeing: Linear Regression
8. Sightseeing: Logistic Regression
9. Sightseeing: Support Vector Machines
10. Sightseeing: K-Nearest Neighbours
11. Junction Number 2: Unsupervised Learning
12. Sightseeing: Clustering
14. Sightseeing: Visualization & Dimensionality Reduction
15. Sightseeing: Association Rule Learning
16. Junction Number 3: Semi Supervised Learning
17. Junction Number 4: Reinforcement Learning
19. Thank You !!!