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Masters Program in Data Wizardry: an open source syllabus
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syllabus.md

Masters Program in Data Wizardry: an open source syllabus

Influenced by The Open Source Data Science Masters

Multivariable Calculus

Multivariable Calculus. MIT OCW.
Multivariable calculus. Khan Academy.

Linear Algebra

Linear Algebra. MIT OCW.
Linear algebra. Khan Academy.

Statistics

Statistics One
Intro to Statistics: Making Decisions Based on Data
Statistics: Making Sense of Data
Probability and statistics. Khan Academy.

Textbooks:

John W. Foreman. "Data Smart: Using Data Science to Transform Information into Insight". http://www.wiley.com/WileyCDA/WileyTitle/productCd-111866146X.html

References:

Interesting IPython notebooks: Curated collection of IPython notebooks that are notable for some reason.

Metacademy: Metacademy helps you find resources to improve the skills you care about.

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