Data Science Prerequisites for 2021

Warm-up topics for review in preparation for a data science journey in 2021

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1. Basic Mathematics and Statistics

(I) Statistics and Probability

(II) Multivariable Calculus

(III) Linear Algebra

(IV) Optimization Methods

2. Basic Programming Skills

(I) Skills in Python

(ii) Skills in R

(iii) Skills in Other Programming Languages

3. Basic Data Visualization

Available Resources for Warm-Up

1. YouTube

2. Khan Academy

3. Learning from a Textbook

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Summary

Additional data science/machine learning resources

Written by

Physicist, Data Science Educator, Writer. Interests: Data Science, Machine Learning, AI, Python & R, Predictive Analytics, Materials Sciences, Biophysics

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