Programming & AI Resources - Python, Java, C, Artificial Intelligence | Computer Science | SDE Jobs
Programming & AI Resources - Python, Java, C, Artificial Intelligence | Computer Science | SDE Jobs
June 19, 2025 at 05:10 AM
*Complete Python Roadmap* |-- *Python_Fundamentals* | |-- Syntax_and_Indentation | |-- Data_Types (int, float, str, list, tuple, dict) | |-- Variables and Operators | |-- Conditional Statements (if, elif, else) | |-- Loops (for, while) | |-- Functions and Lambda | └─ Exception Handling |-- *Object_Oriented_Programming (OOP)* | |-- Classes and Objects | |-- Inheritance | |-- Polymorphism | |-- Encapsulation | └─ Abstraction |-- *Data_Structures and Algorithms* | |-- Lists, Sets, Tuples, Dictionaries | |-- Stacks and Queues | |-- Searching and Sorting Algorithms | |-- Recursion | |-- Linked Lists, Trees, Graphs | └─ Algorithms Complexity (Big O Notation) |-- *Advanced Python Concepts* | |-- Decorators | |-- Generators and Iterators | |-- Context Managers | |-- Multithreading and Multiprocessing | └─ Asyncio |-- *Python Libraries and Frameworks* | |-- NumPy and Pandas (Data Analysis) | |-- Matplotlib and Seaborn (Data Visualization) | |-- Flask / Django (Web Development) | |-- Requests and BeautifulSoup (Web Scraping) | └─ PyTest / Unittest (Testing) |-- *Database Connectivity* | |-- SQLite | |-- MySQL / PostgreSQL | └─ SQLAlchemy (ORM) |-- *Build and Deployment Tools* | |-- Virtual Environments | |-- Pip and Requirements.txt | |-- Docker | |-- Git and GitHub | └─ CI/CD Basics |-- *Data Science and Machine Learning* | |-- Scikit-learn | |-- TensorFlow / PyTorch Basics | |-- Data Cleaning and Preprocessing | └─ Model Evaluation |-- *System Design and Best Practices* | |-- Code Optimization | |-- Design Patterns in Python | |-- API Development and Security | └─ Logging and Debugging |-- *Interview Preparation* | |-- Core Python Questions | |-- OOP and Design Patterns | |-- DSA Problems in Python | |-- Mock Interviews |-- *Online Platforms* | |-- LeetCode | |-- HackerRank | |-- CodeSignal | └─ Real Python / W3Schools *❤️ React for more!* ☕🐍 Python Coding Challenge: https://whatsapp.com/channel/0029VaiM08SDuMRaGKd9Wv0L/1661
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