Python-DataScience

• IPython and Shell
  • Best comb: IPython+Notebook
• Data Process With Numpy
  • Handling ‘Na, Null, Nan’
  • Numpy Basic
  • Generating Arrays
• Data Manipulate with Pandas
  • Deal with Missing Data Interpolation
  • Manipulation with Index
  • Singular Data Inspection
  • Data-Concat
  • Interact with Excel
• Save and Load
  • JSON or Pickle ?
• Visualization with Matplotlib
  • Subplot & Subplots
  • pie chart