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NumPy Fundamentals for Data Science and Machine Learning
Note: If you prefer to read with a white background and black font, you can see this article in GitHub here. Las time I check SVG images rendered just fine. It is no exaggeration to say that NumPy is at the core of the entire scientific computing Python ecosystem, both...
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The Data Science Tree of Knowledge - What is Data Science and How to Educate Data Scientists
TL;DR Here it is: Now the essay. Data Science challenges As with any other science-based discipline, Data Science tools and core of knowledge changes constantly. During my sociology, public policy, and psychology studies, I quickly learned that research perpetually redefines the boundaries of knowledge. Through friends in fields like physics,...
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Why Do I Create Free Data Science and Machine Learning Educational Content - For Revenge
Why do I spend so much creating freely accessible educational content on data science? Many reasons. The most immediate are my professional development (teaching others is the best way to learn “for me”), to showcase my skills to potential employers, and because I just like it. But there is another...