1: Introduction to Python

• Python programming basics
• Setting up Python environment
• Variables, data types, and operators

2: Control Flow

• Conditional statements
• Loops and iteration
• Functions and scope

3: Data Structures

• Lists, tuples, and dictionaries
• Sets and frozensets
• Advanced data manipulation

4: Object-Oriented Programming (OOP)

• Classes and objects
• Inheritance and polymorphism
• Magic methods and iterators

5: Error Handling and File Operations

• Exception handling
• Reading and writing files
• Working with directories

6: Libraries and Tools

• Introduction to pip and virtual environments
• NumPy for numerical computing
• Pandas for data analysis

7: Data Visualization

• Matplotlib and seaborn basics
• Creating plots, histograms, and charts
• Data visualization best practices

8: Web Development Basics

• Introduction to web development with Flask
• Templates, routes, and forms
• Basic web application project

9: Automation and Scripting

• Automating tasks with Python scripts
• Working with external APIs
• Email and file automation projects

10: Introduction to Machine Learning

• Overview of machine learning concepts
• Scikit-learn for machine learning
• Simple machine learning project

Before you apply for registration, please make sure that you are meeting any one of the below-mentioned criteria of eligibility:

• Graduate or 14 years of Education or
• 12 years of Education with 02 years of experience in the relevant field

Flexible options to learn and prepare yourself for the course. Candidate may attend the Instructor-Led program by ICMP in a live classroom or a virtual classroom as per its availability and also have the option of Self-study from the recommended study material by ICMP.

Assessment will be based on quizzes, module-end projects, and the capstone project. Upon successful completion of the course, participants will receive a certificate of completion.

If you’re interested in joining this program, please send us an email at communication@icmpglobal.com. We’re looking forward to hearing from you!