Beginner
Featured Course
Python Programming & Data Science
Learn Python programming from basics to advanced, including data analysis and machine learning fundamentals.
PythonNumPyPandasMatplotlibScikit-learnJupyter
Course Details
Duration
10 weeks
Schedule
Weekdays (Mon-Wed-Fri evenings)
Level
Beginner
₹25,000
Course Fee
Course Overview
Start your journey into programming and data science with Python, one of the most popular and versatile programming languages. This course covers everything from basic syntax to advanced data analysis and machine learning concepts.
What You’ll Learn
- Python Fundamentals: Variables, data types, control structures, functions
- Object-Oriented Programming: Classes, inheritance, polymorphism
- Data Structures: Lists, tuples, dictionaries, sets
- File Handling: Reading and writing files, CSV and JSON processing
- Data Analysis: NumPy arrays and Pandas DataFrames
- Visualization: Creating charts and graphs with Matplotlib and Seaborn
- Machine Learning Basics: Introduction to ML with scikit-learn
Course Modules
Module 1: Python Basics
- Introduction to Python and setup
- Variables, data types, and operators
- Control flow (if/else, loops)
- Functions and modules
Module 2: Advanced Python
- Object-oriented programming
- Exception handling
- File I/O operations
- Working with APIs
Module 3: Data Analysis with NumPy & Pandas
- NumPy arrays and operations
- Pandas DataFrames and Series
- Data cleaning and preprocessing
- Statistical analysis
Module 4: Data Visualization
- Matplotlib fundamentals
- Creating various chart types
- Seaborn for statistical plots
- Interactive visualizations
Module 5: Introduction to Machine Learning
- ML concepts and terminology
- Supervised vs unsupervised learning
- Linear regression and classification
- Model evaluation and validation
Module 6: Capstone Project
- Real-world data analysis project
- End-to-end ML pipeline
- Presentation and documentation
Prerequisites
- No prior programming experience required
- Basic computer literacy
- Interest in data and analytics
Who Should Attend
- Complete beginners to programming
- Students interested in data science
- Professionals looking to transition to tech
- Anyone wanting to learn Python
Career Opportunities
- Python Developer
- Data Analyst
- Junior Data Scientist
- Backend Developer
- Automation Engineer
Training Methodology
- Interactive coding sessions
- Hands-on exercises and assignments
- Real-world datasets and projects
- Weekly quizzes and assessments
- Career guidance
Certification
Industry-recognized certificate upon successful completion of the course and final project.
Ready to Get Started?
Join our program today and take the first step towards a successful tech career.