Introdcution to Machine Learning and its types.
- 4. ML
- 9. cat “Traditional” machine learning: handcrafted features learned classifier cat Deep, “end-to-end” learning: learned high-level features learned mid-level features learned low-level features learned classifier
- 10. Limitation
- 14. From: Wang & Raj: On the Origin of Deep Learning (2017)
- 15. Main types of machine learning
- 16. Main types of machine learning • Supervised learning • Unsupervised learning • Self-supervised learning • Reinforcement learning cat dog
- 17. Main types of machine learning • Supervised learning • Unsupervised learning • Self-supervised learning • Reinforcement learning
- 18. Main types of machine learning • Supervised learning • Unsupervised learning • Self-supervised learning • Reinforcement learning Image from https://arxiv.org/abs/1710.10196
- 19. Main types of machine learning • Supervised learning • Unsupervised learning • Self-supervised learning • Reinforcement learning Animation from https://yanpanlau.github.io/2016/07/10/FlappyBird-Keras.html