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COURSE STRUCTURE (Python + AI Program)
COURSE STRUCTURE (Python + AI Program)
🟢 LEVEL 1: PYTHON FUNDAMENTALS
🟢 LEVEL 1: PYTHON FUNDAMENTALS
🎯 Goal:
🎯 Goal:
Build strong coding foundation
📖 What Students Learn:
📖 What Students Learn:
Basics of Python (variables, loops, conditions)
Functions and problem solving
Working with files (CSV, Excel)
Basic data handling
💡 Mini Projects:
💡 Mini Projects:
Calculator app
Student data manager
CSV-based reports
🔵 LEVEL 2: DATA HANDLING & VISUALIZATION
🔵 LEVEL 2: DATA HANDLING & VISUALIZATION
🎯 Goal:
🎯 Goal:
Work with real-world data
📖 What Students Learn:
📖 What Students Learn:
Pandas & NumPy basics
Data cleaning & processing
Data visualization (charts, graphs)
Introduction to dashboards
💡 Projects:
💡 Projects:
Sales dashboard
Student performance tracker
Data analysis reports
🟡 LEVEL 3: MACHINE LEARNING
🟡 LEVEL 3: MACHINE LEARNING
🎯 Goal:
🎯 Goal:
Build prediction models
📖 What Students Learn:
📖 What Students Learn:
ML concepts (supervised learning)
Model training & evaluation
Regression & classification
Model accuracy improvement
💡 Projects:
💡 Projects:
Price prediction system
Recommendation system
Trend forecasting
🔴 LEVEL 4: DEEP LEARNING
🔴 LEVEL 4: DEEP LEARNING
🎯 Goal:
🎯 Goal:
Build advanced AI systems
📖 What Students Learn:
📖 What Students Learn:
Neural networks fundamentals
TensorFlow / Keras
Image recognition basics
Model training techniques
💡 Projects:
💡 Projects:
Image classification
Pattern recognition
AI-based prediction systems
🟣 LEVEL 5: NLP (TEXT AI)
🟣 LEVEL 5: NLP (TEXT AI)
🎯 Goal:
🎯 Goal:
Make machines understand language
📖 What Students Learn:
📖 What Students Learn:
Text preprocessing
Sentiment analysis
NLP basics
Text classification
💡 Projects:
💡 Projects:
Review sentiment analyzer
Chatbot basics
Text classification system
⚙️ LEVEL 6: AUTOMATION
⚙️ LEVEL 6: AUTOMATION
🎯 Goal:
🎯 Goal:
Automate real-world tasks
📖 What Students Learn:
📖 What Students Learn:
WhatsApp automation
Email automation
Task scheduling
API integration
💡 Projects:
💡 Projects:
Auto messaging system
Email report sender
Task automation tool
🌐 LEVEL 7: WEB DEVELOPMENT + DEPLOYMENT (🔥 USP)
🌐 LEVEL 7: WEB DEVELOPMENT + DEPLOYMENT (🔥 USP)
🎯 Goal:
🎯 Goal:
Make projects live
📖 What Students Learn:
📖 What Students Learn:
Streamlit / Flask basics
UI for ML apps
Hosting on cloud platforms
Deployment strategies
💡 Projects:
💡 Projects:
Live ML web app
AI tools accessible online
Portfolio-ready applications
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