Machine Learning with Python: from Linear Models to Deep Learning
Machine learning with Python
You will learn about principles and algorithms for turning training data into effective automated predictions. Also, you will implement and experiment with the algorithms in several Python projects designed for different practical applications.
- Understand the principles behind machine learning problems such as classification, regression, clustering, and reinforcement learning
- Implement and analyze models such as linear models, kernel machines, neural networks, and graphical models
- Choose suitable models for different applications
- Implement and organize machine learning projects, from training, validation, parameter tuning, to feature engineering.
*Massachusetts Institute of Technology 在全球大學排名第5位 (資料來源：Times Higher Education (THE) World University Rankings 2020).