Advanced Python 90-Day Study Roadmap

Weeks 1-2: Review and Advanced Setup

  • Day 1-3: Recap of Python Basics and Essential Concepts
  • Day 4-7: Setting Up Virtual Environments and Advanced IDE Configuration
  • Day 8-10: Exploring Advanced Python Features - List Comprehensions, Generators, and Decorators
  • Day 11-14: In-depth Study of Python Standard Library Modules

Weeks 3-4: Object-Oriented Programming (OOP)

  • Day 15-18: Introduction to Object-Oriented Programming (OOP)
  • Day 19-21: Classes and Inheritance in Python
  • Day 22-25: Advanced OOP Concepts - Encapsulation, Polymorphism, and Abstraction
  • Day 26-28: Design Patterns in Python

Weeks 5-6: Advanced Data Structures

  • Day 29-32: Advanced List and Dictionary Manipulation Techniques
  • Day 33-36: Working with Sets, Tuples, and Namedtuples
  • Day 37-40: Custom Data Structures and Algorithms
  • Day 41-45: Advanced Data Structures in the Python Standard Library

Weeks 7-8: Functional Programming and Concurrency

  • Day 46-49: Introduction to Functional Programming in Python
  • Day 50-53: Working with Higher-Order Functions and Closures
  • Day 54-57: Introduction to Asynchronous Programming and Coroutines
  • Day 58-61: Concurrent Programming with Threads and Multiprocessing

Weeks 9-10: Web Development with Flask/Django

  • Day 62-65: Introduction to Web Development with Flask
  • Day 66-69: Creating RESTful APIs with Flask
  • Day 70-73: Building Web Applications with Django
  • Day 74-77: Advanced Django Concepts - Models, Views, and Templates
  • Day 78-81: Deployment and Scaling Strategies for Web Applications

Weeks 11-12: Data Science and Machine Learning

  • Day 82-85: Introduction to Data Science with NumPy and Pandas
  • Day 86-89: Exploratory Data Analysis and Data Visualization
  • Day 90: Review and Practice

Continue your Python journey by exploring more advanced topics such as natural language processing, automation testing, and deep learning based on your interests and career goals.

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