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🚀 Python Concepts Roadmap (Complete Guide)

Start with the fundamentals and move step-by-step towards advanced Python mastery 👇

✅ Beginner Python Concepts

Python basics, syntax, variables, data types, keywords, operators, conditional statements, loops, input output, type casting

✅ Core Python Concepts

Lists, tuples, sets, dictionaries, string methods, list comprehension, functions, arguments, lambda functions, recursion

✅ Object Oriented Programming (OOP)

Classes and objects, constructors, inheritance, polymorphism, encapsulation, abstraction, method overriding

✅ Advanced Python Concepts

Exception handling, custom exceptions, file handling, context managers, decorators, generators, iterators

✅ Python Modules & Packages

Built-in modules, math module, datetime, os, sys, virtual environments, pip, package management

✅ Data Handling & Libraries

NumPy basics, Pandas DataFrames, data cleaning, data manipulation, Matplotlib, Seaborn

✅ Python for Data & Automation

CSV handling, JSON handling, APIs, web scraping, BeautifulSoup, Selenium, automation scripts

✅ Databases with Python

SQL with Python, SQLite, MySQL, PostgreSQL, database connectivity, ORM basics

✅ Performance & Best Practices

Time complexity, space complexity, code optimization, debugging, logging, unit testing

✅ Career-Focused Python

Python interview questions, coding problems, real-world projects, Git & GitHub, system design basics

#python #dataanalyst #dataanalysis

Jan 9
at
9:13 PM

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