Introduction
  • Introduction
Basics of Python programming
  • Lesson 1: Basics of Python Programming
  • Practice 1-1: Installing and configuring Python IDLE
  • Practice 1-2: working with Data Structures
  • Practice 1-3: Implementing conditional and looping statement
  • Practice 1-4: Implementing user defined function by using modules and packages
  • Quiz on Basics of Python Programming
Advanced features in Python
  • Lesson 2: Advanced features in Python
  • Practice 2-1: Implementing an application using OOP concept
  • Practice 2-2: Python application to read and write the file
  • Practice 2-3: Creating a database and executing the queries
  • Practice 2-4: Creating threads and executing multithreading applications
  • Quiz on Advanced Features in Python
Using Python in Cloud Programming
  • Lesson 3: Using Python in Cloud Programming
  • Practice 3-1: Installing and Configuring Python Client Libraries in GCP
  • Practice 3-2: Create an Application to get user details using Python Libraries
  • Practice 3-3: Using Python Client Libraries create an Instance in GCP
  • Quiz on Using Python in Cloud Programming
Using Python in Data Science
  • Lesson 4: Using Python in Data Science
  • Practice 4-1: Installing and configuring anaconda and jupyter notebook
  • Practice 4-2: Processing CSV, XLS and JSON data
  • Practice 4-3: Creating visualizations by using chart properties and chart stylin
  • Practice 4-4: Implementing Pyton application using chi-square
  • Quiz on Using Python in Data Science
Python for Machine Learning
  • Lesson 5: Python for Machine Learning
  • Practice 5-1: Implement clustering by categorising items to group (K-means)
  • Practice 5-2: Implement ML application using Linear application
  • Practice 5-3: Classify the hand written digits using Python
  • Practice 5-4: Create a Decision Tree
  • Quiz on Python for Machine Learning