Scipy Stack Cheat Sheets

Data Mining

• Data Mining. PDF only.

Importing Data

• Importing Data. PDF.

Keras

• Keras. PDF.

Linear Algebra (with Numpy)

• Linear Algebra. PDF only.
• SciPy Linear Algebra. PDF.

Machine Learning

• Machine Learning. PDF only.

  • Supervised Learning;
  • Unsupervised Learning;
  • Deep Learning;
  • Machine Learning Tips and Tricks;
  • Probabilities and Statistics;
  • Linear Algebra and Calculus.

• Super pense-bête Machine Learning. PDF only.

• Microsoft Azure Machine Learning. PDF.

• scikit-learn. PDF.

.

Numpy

• NumPy/SciPy/Pandas Cheat Sheet. PDF.

• Numpy. PDF.

Pandas

• Pandas DataFrame Notes. PDF only.
• Pandas. PDF.

• Pandas. PDF.

• Data Wrangling with Pandas. PDF.

Spark

• PySpark. PDF.

• PySpark SQL. PDF.

Visualization

Bokeh

• Bokeh. PDF.

Folium

• Folium. PDF.

Matplotlib

• Matplotlib Notes. PDF only.
• Matplotlib. PDF.

Plotly

• Plotly. PDF only.

Seaborn

• Seaborn. PDF.