Python Programming Course in Mansehra
Mode: Online & Physical
Tools: Python 3, Jupyter Notebook, VS Code, PyCharm
1️⃣ Basic Python Course (10 Weeks)
Target Audience: Beginners with no programming experience
Duration: 10 Weeks
Week 1: Introduction to Python & Setup
- What is Python and why it is used
- Installing Python and setting up IDEs (VS Code, Jupyter, PyCharm)
- Running Python programs
- Syntax, variables, data types (int, float, string, boolean)
- Comments and coding basics
Week 2: Data Types & Operators
- Arithmetic operations
- Strings (concatenation, slicing, formatting)
- Lists, tuples, dictionaries
- Type conversion
- Conditional statements (if, elif, else)
Week 3: Loops & Functions
- For and while loops
- List comprehensions
- Functions (arguments, return values)
- Lambda functions
Week 4: Files & Error Handling
- File handling (read/write txt, csv)
- Modules and imports
- Exception handling (try, except, finally)
- Debugging basics
Week 5: Object-Oriented Programming (OOP)
- OOP concepts
- Classes and objects
- Attributes and methods
- Inheritance basics
Week 6: Python Libraries
- Built-in modules (math, random, datetime, os)
- Regular expressions (regex)
- JSON handling
Week 7: Data Handling with Pandas
- Pandas DataFrames and Series
- CSV/Excel handling
- Data cleaning basics
Week 8: GUI Development (Tkinter)
- Introduction to GUI
- Buttons, labels, input fields
- Simple desktop applications
Week 9: Automation with Python
- File automation
- Email automation
- Task scheduling
Week 10: Final Project & Certification
- Mini project (Calculator / To-Do App / CRUD app)
- Project review
- Certification
2️⃣ Advanced Python Course (10 Weeks)
Target Audience: Students with basic Python knowledge
Duration: 10 Weeks
Week 1: Advanced OOP & Data Structures
- Advanced lists, dictionaries, sets
- OOP deep concepts
- Magic methods
Week 2: NumPy for Data Processing
- Arrays and operations
- Mathematical functions
- Statistical analysis
Week 3: Pandas for Data Analysis
- DataFrames manipulation
- Data cleaning
- Missing data handling
Week 4: Data Visualization
- Matplotlib charts
- Seaborn graphs
- Data storytelling
Week 5: APIs & Web Scraping
- API integration
- Requests module
- BeautifulSoup scraping
Week 6: Databases & SQL
- SQLite/MySQL integration
- CRUD operations
- Python database connection
Week 7: Web Development with Flask
- Flask basics
- Routes and templates
- Simple web apps
Week 8: Automation & Multithreading
- System automation
- Email automation
- Multithreading concepts
Week 9: Machine Learning Basics
- Introduction to ML
- Scikit-learn basics
- Supervised vs unsupervised learning
Week 10: Final Project & Career Guidance
- Real-world project
- Deployment basics
- Interview preparation
- Certification
Training Advantages at NiML Mansehra
- Beginner-friendly training
- Practical and hands-on approach
- Focus on real tasks
- Short duration with quick results
- Supportive learning environment
Summary
The Python Programming Course at NiML Mansehra is a complete training program designed to take students from beginner to advanced level. It covers essential programming concepts, problem-solving, and real-world application development.
