Swapna Kumar Panda
Swapna Kumar Panda

@swapnakpanda

11 تغريدة 2 قراءة Mar 02, 2024
Python is the door to multiple career options.
Master these 9 key topics and you are ready to ———
➊ Simple Data Types
Effort: 1 to 2 hours daily + Normal practice
✧ Boolean
❯ bool
✧ Number
❯ int
❯ float
❯ complex
✧ String
❯ str
✧ Bytes
❯ bytes
❯ bytearray
❯ memoryview
➋ Operators, Conditions, and Loops
Effort: 1 to 2 hours daily + Normal practice
✧ Operators
❯ Arithmetic
❯ Assignment
❯ Comparison
❯ Logical
❯ Precedence
❯ Associativity
✧ Conditionals
❯ If
❯ Else
❯ Elif
✧ Loops
❯ while
❯ for
➌ Modularize your Code
Effort: 2 hours daily + Moderate practice
✧ Function
❯ Definition
❯ Arguments
❯ Positional
❯ Keyword
❯ Return
❯ Execution
✧ Module
❯ Define
❯ Import
✧ Scope and Namespace
➍ Complex Data Types
Effort: 2 hours daily + Moderate practice
✧ list
✧ tuple
✧ set
✧ frozenset
✧ dict
➎ Useful Modules
Effort: 2 hours daily + Moderate practice
✧ datetime
✧ csv
✧ json
✧ logging
✧ re
✧ os
In addition,
❯ Files
❯ String Formatting
❯ Named Tuples
➏ Important Python Concepts
Effort: 2 hours daily + Moderate practice
✧ Iterators
✧ Generators
✧ Closure
✧ Decorators
✧ Exception Handling
➐ Object Oriented Programming
Effort: 2 hours daily + Moderate practice
✧ Class
✧ Variable
✧ Method
❯ Static Method
❯ Magic Method
✧ Overloading
✧ Inheritance
✧ Property Decorators
➑ Learn about the ecosystem
❯ IDEs
✧ PyCharm
✧ Jupyter Notebook
✧ Spyder
❯ Packaging
✧ pip
✧ anaconda
➒ Libraries and Frameworks
❯ Libraries
✧ numpy
✧ pandas
✧ matplotlib
✧ scipy
❯ Frameworks
✧ Django / Flask / FastAPI
✧ Streamlit
❯ Take it forward
✧ scikit-learn
✧ TensorFlow
✧ PyTorch
🏁 Final Words
⬘ Python is easy to start with. Learn effectively to keep your interests maintained.
⬗ Spend at least two hours per day learning and practicing.
⬙ With a proper structure and goal, it's never hard to learn Python.
Good luck.

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