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Data Science Study Notes

Author: Jay Li, Frances Zhang, Steven Zhong

Objectives:

This repo managers the foundation knowledge of data science and analysis in the context of real world applications. The content will combine both of intuition understanding, practical experience and mathematic theories. The goal is to motivate knowledge and experience by problems arising in academic study and industries. The major topics are covered as statistical analysis, machine learning, deep learning and analytical tools.

Outline:

Data Processing

Statistics

Machine Learning

Deep Learning

NLP

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