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Data Science
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How to be a Data Scientist
R
R is a statistical programming language that has many statistical libraries built in.
Python
Python is a very open source language that is adopting many statistical libraries from R.
Matlab
Gross.
Natural Language Processing
NLP
Statistics
Fundamental building blocks for machine learning models.
Stanford Statistical Learning
Linear Algebra
Fundamental building blocks for optimizing more complex models
Introduction to Linear Algebra
Introduction to NLP
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CS 124: From Languages to Information
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Lecture series
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Notes
NLP with DL
CS 224n: Natural Language Processing with Deep Learning
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Blog Post
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Delta TF-IDF
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Paper
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Quora Explanation
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