Python

Introduction History Interpreter Installation Scripts Syntax Variables Input | Output User Input Typecasting Operators

Control Flow and Loops

If Else Nested Conditions Logical Operators While For Loop Break Looping Ranges

Function and Modules

Functions Return Values Scope of Variables Recursion Lambda Cases for Lambda Modules Standard Library Installing Packages Custom Modules Name and Main

Data Structure

List List Slicing List Method Comprehensions Tuples Unpacking Immutability Dictionaries Methods Comprehensions Sets Set Methods Comprehensions

File Handling

Open and Close Reading Files Writing Files Read Write CSV Handling CSV File Existence Renaming Exception Handling

Error Handling

Common Exceptions Handling Exceptions Else and Finally Raising Exceptions Custom

OOP

Creating Classes Instance Variables Self Public Getters Subclasses Overriding Super Method Overriding Duck Abstract Classes Abstract Methods

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Numpy

Creating Array Array Slicing Mathematical Array

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Pandas

DataFrames CSV Data Cleaning Data Analysis

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MatplotLib

Creating Plots Customizing Plots Seaborn

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Django

Introduction Routes | templates

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Tkinter

GUI Apps Adding Buttons Event Handling

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Advanced Python

Decorators Function | Class Use Cases Yield Memory Efficiency Iterators Iter | Next With Enter Multithreading Threading Multiprocessing Asyncio Coroutines Async | Wait

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Testing

Built in Tools Debugging Unit Test Test Cases Assertions TDD Writing Tests

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Data Science

Introduction Libraries Data Wrangling Visualization ML Sci-Kit Learn Datasets TensorFlow Neural Network