Course :: Basic Python development in 5 days

Software requirements

• Python
• VSCode
• Postman

Outline

Day 1 : Python Basics

• Objective
  • Build a strong foundation in Python programming
• Introduction to Python: History, Features, and Installation
• Python Syntax: Variables, Data Types, and Operators
• Control Flow: if, else, elif, and Loops (for, while)
• Functions and Modules: Creating, Importing, and Using Modules
• Workshop

Day 2 : Developing REST APIs

• Objective
  • Learn how to create RESTful APIs using Python
• Introduction to REST APIs: What and Why?
• Setting up Flask/Django for API Development
• Building Basic Endpoints: GET, POST, PUT, DELETE
• Error Handling and Validations in APIs
• API testing with Postman
• Workshop

Day 3 : Working with MySQL Database

• Objective
  • Integrate Python with MySQL databases
• Introduction to Databases and SQL
• Setting up MySQL and Connecting with Python
• CRUD Operations: Insert, Update, Delete, Select
• Using pymysql or mysql-connector for Queries
• Workshop

Day 4 : Working with MongoDB Database

• Objective
  • Learn NoSQL database integration
• Introduction to NoSQL and MongoDB
• Setting up MongoDB and Connecting with Python
• CRUD Operations with pymongo
• MongoDB vs MySQL: Differences and Use Cases
• Workshop

Day 5 : Data Science and Machine Learning Basics

• Objective
  • Explore data visualization and machine learning
• Introduction to Data Science and its Applications
• Data Visualization with Matplotlib
  • Plotting Line Graphs, Bar Charts, Pie Charts, and Scatter Plots
• Basics of Machine Learning with Scikit-learn
  • Supervised Learning: Regression and Classification Overview
• Workshop