Math
Mathematics: proofs, geometry, calculus, linear algebra, probability, statistics, and math explained visually.
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Mathematica wolfram.com
Paid technical-computing system for symbolic and numerical mathematics, visualization, programming, and data analysis.
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SageMath sagemath.org
Free mathematics software combining computer algebra, numerical computation, geometry, statistics, and visualization through Python.
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Algorithms Visualization bost.ocks.org
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Deep Learning deeplearningbook.org
Yet halfway through the book, it contains satisfying math content on how to think about actual deep learning.
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Machine Learning, Data Science and Deep Learning with Python manning.com
LiveVideo tutorial that covers machine learning, Tensorflow, artificial intelligence, and neural networks.
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An Introduction to Statistical Learning, with Applications in R www-bcf.usc.edu
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Matlab mathworks.com
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CoCalc (SageMathCloud) cocalc.com
Notebooks with 17 supported kernel types, course management, LaTeX document authoring, simultaneous document editing and integration with the SageMath computer algebra system.
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AWStats awstats.org
Generates web, streaming, ftp or mail server statistics graphically. (Source Code) GPL-3.0 Perl
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Wonder Women Tech wonderwomentech.com
Organization that produces year-round programming and national and international conferences that highlight, educate, and celebrate women and diversity in STEAM (Science, Technology, Engineering, Arts, Math), innovation and entrepreneurialism.
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Geometric Tools geometrictools.com
Mathematics, geometry, graphics, image analysis and physics in C++14.
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Interactive Computer Graphics coursera.org
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A Primer on Bezier Curves pomax.github.io
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Mathematics Stack Exchange math.stackexchange.com
Community questions and answers about mathematics problems and proofs.
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Desmos desmos.com
Browser-based graphing calculator with geometry, tables, statistics, and classroom activities.
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CVXPY cvxpy.org
Open-source Python modeling language for convex, geometric, quasiconvex, and related optimization problems.
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Deep Learning: Foundations and Concepts bishopbook.com
A probability-grounded treatment by Christopher and Hugh Bishop.
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PyQtGraph pyqtgraph.org
A pure-python graphics and GUI library built on PyQt4 / PySide and numpy. It is intended for use in mathematics / scientific / engineering applications.
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The Math Behind Artificial Intelligence freecodecamp.org
A free FreeCodeCamp book teaching the math behind AI in plain English from an engineering point of view.
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DataDriven - SQL, Python, and Data Modeling Interview Questions datadriven.io
Interview practice with SQL query execution, Python, and data modeling exercises.
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QuiddityML quiddityml.com
Short lessons with hands-on coding exercises and spaced repetition, covering Python, PyTorch, math for ML, ML foundations, NLP, and computer vision.
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