Python
1-Month Python + Frameworks Full Course Structure
This plan covers:
✔ Python Core
✔ Streamlit
✔ Flask
✔ Django
✔ FastAPI
✔ SQLAlchemy
✔ Pandas / NumPy basics
✔ ML Framework Intro (Scikit-Learn, TensorFlow/PyTorch overview)
✔ Deployment (Render, Vercel, Railway)
Week 1: Python Core + Streamlit
Goal: Build Python foundations + learn to create dashboards with Streamlit.
Day 1–2: Python Basics
Variables, data types
Input/output
Operators
Control flow (if/else, loops)
Day 3: Functions & Modules
Functions, parameters, return
Lambda functions
Importing modules
Day 4: Data Structures
Lists, tuples, dictionaries, sets
List comprehensions
Day 5: Pandas + NumPy Intro
DataFrames
CSV reading & cleaning
Basic NumPy operations
Day 6: Streamlit Basics
Installing Streamlit
Page layout
Widgets (selectbox, checkbox, slider, text input)
Displaying tables/data
Day 7: Streamlit Project
Build a Mini Dashboard, such as:
Stock price viewer
Sales analytics dashboard
Form-based calculator
Week 2: Flask + REST APIs
Goal: Learn backend development + REST API creation using Flask.
Day 8: Flask Introduction
Installing Flask
Creating first route
Templates with Jinja2
Rendering HTML pages
Day 9: Flask Routing
GET/POST methods
Request/Response
Query parameters, forms
Day 10: Templates + Static Files
HTML templates
CSS/JS integration
Using Bootstrap
Day 11: Flask + Database
SQLite/MySQL connection
CRUD operations
Using SQLAlchemy ORM
Day 12: Flask REST API
API routes
Returning JSON
Authentication basics (tokens)
Day 13: Flask Deployment
Requirements.txt
Deployment on Render / Railway
Day 14: Flask Mini Project
Examples:
Notes App
Login + Register App
Flask CRUD App
Simple REST API
Week 3: Django (Full-Stack Web Framework)
Goal: Learn Django’s full MVC architecture and build complex apps.
Day 15: Django Basics
Installing Django
Creating a project
Understanding apps
MVT architecture
Day 16: Django Models
Defining models
Migrations
QuerySet API
Day 17: Django Views & Templates
Function-based views
Template inheritance
Static/media files
Day 18: Django Forms
Form validation
Model forms
CSRF token
Day 19: Django Authentication
User model
Login, logout
Permissions
Admin customization
Day 20: Django REST Framework (DRF)
Serializers
ViewSets
Routers
CRUD API with DRF
Day 21: Django Mini Project
Examples:
Blog App
E-commerce basic
Recipe app
Student Management system
Week 4: Other Important Python Frameworks + Deployment
Goal: Learn modern frameworks used in industry + deploy apps.
Day 22: FastAPI (Modern API Framework)
Installing FastAPI
Building fast APIs
Pydantic models
Running with Uvicorn
FastAPI vs Flask vs Django
Day 23: Celery (Task Queue)
Celery basics
Background tasks
Redis as broker
Day 24: SQLAlchemy (ORM Framework)
Database models
Querying
CRUD operations
Day 25: Machine Learning Frameworks
Scikit-Learn
Train/test split
Classification/regression intro
TensorFlow/PyTorch Overview
Tensors, basic neural net idea
Day 26: WebSockets + Realtime
Flask-SocketIO
FastAPI WebSockets
Chat app example
Day 27: Deployment Techniques
Docker basics
Deploy Flask/Django/FastAPI
Using Render, Railway, Vercel
Day 28–30: Final Project
Build a complete full-stack system using Python frameworks:
Project Examples
Streamlit + FastAPI + ML Model App
Django + DRF + React Dashboard
Flask + Streamlit hybrid app
Full Django E-commerce
FastAPI Microservices + Streamlit UI
Deliverables:
Backend API
Frontend (Streamlit or HTML)
Database
Deployment
After 1 Month You Will Know
✔ Python fundamentals
✔ Data analysis with Pandas/Numpy
✔ Build dashboards using Streamlit
✔ Create web apps using Flask
✔ Create full websites using Django
✔ Build modern APIs with FastAPI
✔ Work with SQLAlchemy ORM
✔ Handle authentication & CRUD
✔ Deploy applications to cloud
✔ Build end-to-end full-stack apps