cs-master / ml

Machine Learning
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ml

Machine Learning

https://mlhc17mit.github.io/slides/lecture1.pdf

http://people.csail.mit.edu/dsontag/courses/ml13/slides/lecture1.pdf

Python

nice easy high level language for web and desktop

Matplotlib graphs

https://matplotlib.org/examples/ Matplotlib is a Python 2D plotting library which produces publication quality figures in a variety of hardcopy formats and interactive environments across platforms. Matplotlib can be used in Python scripts, the Python and IPython shell, the jupyter notebook, web application servers, and four graphical user interface toolkits.

Jupyter

Basic Numerical Integration: the Trapezoid Rule: "First, we define a simple function and sample it between 0 and 10 at 200 points" https://nbviewer.jupyter.org/github/ipython/ipython/blob/master/examples/IPython%20Kernel/Trapezoid%20Rule.ipynb

Markdown Mathematical Formulas

http://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Typesetting%20Equations.html