Python Programming Essentials
Syntax, variables, control flow, functions, collections, file I/O, exceptions.
- Mini projects: CLI To‑Do, Number Guess, Quiz, File Organizer
- Outcome: Fluent in Python basics, clean coding habits
Full 6-Month Curriculum
2 hours/day (Pro track), 1 hour/day (Student track). Saturday: Doubts • Sunday: Homework/Mini project.
OOP + Data Structures
Classes, inheritance, encapsulation, stacks/queues, sorting/searching, complexity.
- Mini projects: Library Manager, Contact Book, Tic‑Tac‑Toe
- Outcome: Design scalable apps using OOP
Python for Data + Intro to ML
NumPy, pandas, matplotlib; linear/logistic regression, train/test, metrics.
- Projects: House Prices, Titanic, Trend Visualizer
- Outcome: Build & evaluate classic ML models
Deep Learning • NLP • CV
PyTorch/TensorFlow, CNNs, transfer learning, HF Transformers, Whisper.
- Projects: MNIST, Sentiment, Spam, Image Classifier, Summarizer
- Outcome: Apply DL to text & images
Productization & Major Projects
Ship real apps with deployment & monetization.
- AI Study Assistant (RAG + Streamlit + FastAPI)
- AI Art Generator (Diffusers + Gradio)
- 2‑Player Fighting Game (Kivy + APK)
Deployment & Monetization
Docker, Render/Spaces/Streamlit Cloud, Buildozer for APK, Stripe/AdMob.
- Freemium SaaS, in‑app purchases, ads
- Analytics & feedback loop
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