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``Biology is a software process. Our bodies are made up of trillions of cells, each governed by this process. You and I are walking around with outdated software running in our bodies, which evolved in a very different era.''
Ray Kurzweil
Maclean's,
October 14, 2013,
Kate Lunau

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Lecture notes

2019-09-05
- Overview
2019-09-10
- Essential Celluar Biology
2019-09-10
- Essential Celluar Biology (continued)
2019-09-17
- Essential Bioinformatis skills
2019-09-19
- Essential Bioinformatis skills (continued)
2019-09-24
- Fundamentals of machine learning
2019-09-26
- Fundamentals of machine learning
2019-10-01
- Fundamentals of machine learning
2019-10-03
- Fundamentals of machine learning
2019-10-08
- Unsupervised learning
2019-10-10
- Regularized linear models
2019-10-15
- Reading week
2019-10-17
- Reading week
2019-10-22
- Decision Trees
2019-10-24
- Midterm examination
2019-10-29
- Hidden Markov Models
2019-10-31
- Support Vector Machines
2019-11-05
- Kernel Methods
2019-11-07
- Deep Learning Fundamentals
2019-11-12
- Deep Learning Embeddings and Transfer Learning
2019-11-14
- Deep Learning Architecture
2019-11-19
- Deep Learning Practical Considerations
2019-11-21
- Rule Learning
2019-11-26
- Graph Learning
2019-11-29
- Ensemble Learning