runningleon / coursera-ml

Coursera Machine Learning

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Here are implemmented excercises with Octave and python while I'm taking course of Machine Learning by Andrew Ng on Coursera

Exercises List:

• Exercise 1 - Linear Regression
• Exercise 2 - Logistic Regression
• Exercise 3 - Multi-class Classification and Neural Networks
• Exercise 4 - Neural Networks Learning
• Exercise 5 - Regularized Linear Regression and Bias v.s. Variance
• Exercise 6 - Support Vector Machines
• Exercise 7 - K-means Clustering and Principal Component Analysis
• Exercise 8 - Anomaly Detection and Recommender Systems

References:

https://www.coursera.org/learn/machine-learning/home/welcome