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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