IPM-Tehran-Iran

IPM Data Science Summer School

IPM Data Science Summer School

Python for Data Science

  • Class 1: Python Basics
    o Python Introduction
    o Python as a calculator
    o Variable Types
    o Python Lists
    o Hello World Program
    o If, for and range
    o Functions
    o Sequences, sets, dictionaries
    o I/O and files
  • Class 2: Important Modules
    o Modules
    o Numpy
    o Indexing and iterating
    o Shape manipulation
    o Mathematical functions
    o Linear algebra
    o Statistics
  • Class 3: Analyzing Data
    o Matplotlib
    o Data Visualization
    o Data Exploration
    o Regression
    o Learning