Python Programming Course
Mode: Online & Physical
Tools: Python 3, Jupyter Notebook, VS Code, PyCharm
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2️⃣Advanced Python Course (10 Weeks)
Target Audience: Learners with Python basics who want to explore advanced topics.
Duration: 10 Weeks
Week 1: Advanced Data Structures & OOP
✅ Advanced List & Dictionary Manipulation
✅ Set Operations & Performance Optimization
✅ OOP Deep Dive – Inheritance, Polymorphism, Encapsulation
✅ Magic Methods (__init__, __str__, __repr__)
Week 2: NumPy – Data Analysis & Computation
✅ Introduction to NumPy – Arrays & Operations
✅ NumPy Indexing & Slicing
✅ Mathematical & Statistical Operations with NumPy
Week 3: Pandas – Data Handling & Processing
✅ Pandas DataFrames – Creating & Manipulating Data
✅ Importing & Exporting Data (CSV, Excel)
✅ Data Cleaning & Handling Missing Data
Week 4: Data Visualization with Matplotlib & Seaborn
✅ Creating Plots (Line, Bar, Scatter)
✅ Customizing Plots (Titles, Labels, Legends)
✅ Seaborn for Advanced Data Visualization
Week 5: APIs & Web Scraping
✅ Introduction to APIs – Fetching Data from Web
✅ Working with requests & json modules
✅ Web Scraping with BeautifulSoup
Week 6: Databases & SQL Integration
✅ Introduction to Databases (SQLite, MySQL)
✅ CRUD Operations with Python & SQL
✅ Connecting Python with MySQL
Week 7: Web Development with Flask
✅ Introduction to Flask Web Framework
✅ Creating Web Pages & Routes
✅ Building a Simple Web Application
Week 8: Python for Automation
✅ Automating Tasks with Python (os, shutil, sched)
✅ Sending Automated Emails & Notifications
✅ Multithreading & Multiprocessing
Week 9: Introduction to Machine Learning with Scikit-learn
✅ Basics of Machine Learning
✅ Using scikit-learn for Simple Predictions
✅ Understanding Supervised vs. Unsupervised Learning
Week 10: Final Project & Deployment
✅ Real-World Project (E.g., Weather App, Blog Website, Data Analysis Tool)
✅ Deploying Python Applications
✅ Interview Preparation & Career Guidance
✅ Certification Distribution
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