Apply Python Essentials for Data Science Course

Duration: 2 weeks

Fees: $100

Tools / Frameworks: Python

MODULE 1
PYTHON INSTALLATION AND SETUP

  • Installing Anaconda on local
    machine
  • Additional package installation
  • Introduction to Jupyter
    notebook
  • Jupyter notebook keyboard
    shortcuts

MODULE 2
GOOGLE COLAB

  • Introduction to Google COLAB
  • Selection runtime environment
    GPU/TPU
  • Uploading data/files in COLAB
  • Loading Google Drive as folder
  • Sharing COLAB notebook

MODULE 3
EXPLORATORY ANALYSIS

  • Native data types
  • Key python functions
  • Slicing operations
  • Importing packages – datetime
  • Package, sub-package,
    methods & attributes

MODULE 4
DATA STRUCTURES

  • Data structures introduction
  • Lists, list operations
  • Tuple
  • Sets
  • Dictionaries
  • Looping through iterable data set

MODULE 5
PYTHON CONTROL STATEMENTS

  • If – conditional statement
  • For – loop
  • User defined functions