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Andrew Ng's machine learning course on Coursera
stanford-machine-learning-course's Introduction
Stanford-Machine-Learning-Course
- Attended online lectures and quizzes and implemented in Matlab the following algorithms:
- Linear algebra and Linear Regression
- Linear Regression with multiple variables - link
- Logistic Regression. Regularization - link
- Neural networks - link
- Neural network learning - link
- Machine learning System design - link
- Support vector machines - link
- Unsupervised Learning. Dimensionality reduction - link
- Anomaly Detection. Recommender Systems - link
- Large scale Machine Learning
- Photo OCR example
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