Causal Data Science: A General Framework for Causal Inference and Fusion
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Data Science
Data Science is NOT Statistics
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Scientific Reasoning for Practical Data Science
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Philosophy of Data Science
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Data Science and Investment Strategy
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Foundations of Data Science - Textbook
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Avrim Blum, John Hopcroft, Ravindran Kannan
June, 2016
Introduction:
Computer science as an academic discipline began in the 1960’s. Emphasis was on programming languages, compilers, operating systems, and the mathematical theory that supported these areas. Courses in theoretical computer science covered finite automata, regular expressions, context free languages, and computability.
Introduction to Neural Networks in Python
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Data Analysis with Python - Full Course for Beginners
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Python for Data Science - Course for Beginners
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Learn Data Science Tutorial - Full Course for Beginners
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