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