thucdx / ml-uw-coursera

4-course machine learning specialization by University Of Washington on Coursera

Solutions for 4-course Machine specialization on Coursera

Jupyter notebook solution for 4-course machine learning specialization provided by University of Washington on Coursera.

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Specialization Description

This Specialization from leading researchers at the University of Washington introduces you to the exciting, high-demand field of Machine Learning. Through a series of practical case studies, you will gain applied experience in major areas of Machine Learning including Prediction, Classification, Clustering, and Information Retrieval. You will learn to analyze large and complex datasets, create systems that adapt and improve over time, and build intelligent applications that can make predictions from data.

There are 4 coures in this specialization:

• Machine Learning Foundations: A Case Study Approach
• Machine Learning: Regression
• Machine Learning: Classification
• Machine Learning: Clustering & Retrieval

This repository contains my own solutions which were written using popular machine learning framework such as : pandas, numpy, sklearn instead of 'graphlab' as in instruction.

Hanoi, Jul 2019