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Learn

Python

Learn Python

Programming

Complete PYTHON tutorial and reference dataset.

beginner226 lessons~8.37 hours

Progress0/226 · 0%

What you'll learn

Python Tutorial
Python Classes
File Handling
Python Matplotlib
Machine Learning
Python DSA
Python MySQL
Python MongoDB

Lessons

Python Tutorial· 101 lessons

01Python Tutorial1 min 02Python Introduction2 min 03Python Getting Started2 min 04Python Syntax2 min 05Python Statements2 min 06Python Output / Print1 min 07Python Output Numbers1 min 08Python Comments1 min 09Python Variables1 min 10Python - Variable Names1 min 11Python Variables - Assign Multiple Values1 min 12Python - Output Variables1 min 13Python - Global Variables1 min 14Python Data Types2 min 15Python Numbers1 min 16Python Casting1 min 17Python Strings2 min 18Python - Slicing Strings1 min 19Python - Modify Strings1 min 20Python - String Concatenation1 min 21Python - Format - Strings1 min 22Python - Escape Characters1 min 23Python - String Methods3 min 24Python Booleans2 min 25Python Operators1 min 26Python Arithmetic Operators1 min 27Python Assignment Operators2 min 28Python Ternary Operator1 min 29Python Comparison Operators1 min 30Python Logical Operators1 min 31Python Identity Operators1 min 32Python Membership Operators1 min 33Python Bitwise Operators2 min 34Python Operator Precedence2 min 35Python Lists3 min 36Python - Access List Items2 min 37Python - Change List Items2 min 38Python - Add List Items1 min 39Python - Remove List Items1 min 40Python - Loop Lists1 min 41Python - List Comprehension2 min 42Python - Sort Lists1 min 43Python - Copy Lists1 min 44Python - Join Lists1 min 45Python - List Methods1 min 46Python Tuples3 min 47Python - Access Tuple Items2 min 48Python - Update Tuples2 min 49Python - Unpack Tuples1 min 50Python - Loop Tuples1 min 51Python - Join Tuples1 min 52Python - Tuple Methods1 min 53Python Sets3 min 54Python - Access Set Items1 min 55Python - Add Set Items1 min 56Python - Remove Set Items1 min 57Python - Loop Sets1 min 58Python - Join Sets4 min 59Python frozenset1 min 60Python - Set Methods2 min 61Python Dictionaries3 min 62Python - Access Dictionary Items2 min 63Python - Change Dictionary Items1 min 64Python - Add Dictionary Items1 min 65Python - Remove Dictionary Items1 min 66Python - Loop Dictionaries1 min 67Python - Copy Dictionaries1 min 68Python - Nested Dictionaries1 min 69Python Dictionary Methods1 min 70Python If Statement2 min 71Python Elif Statement2 min 72Python Else Statement2 min 73Python Shorthand If2 min 74Python Logical Operators2 min 75Python Nested If1 min 76Python Pass Statement2 min 77Python Match1 min 78Python While Loops1 min 79Python For Loops3 min 80Python Functions2 min 81Python Function Arguments3 min 82Python *args and **kwargs3 min 83Python Scope2 min 84Python Decorators2 min 85Python Lambda2 min 86Python Recursion2 min 87Python Generators2 min 88Python range3 min 89Python Arrays3 min 90Python Iterators2 min 91Python Modules2 min 92Python Datetime3 min 93Python Math1 min 94Python JSON2 min 95Python RegEx7 min 96Python PIP2 min 97Python Try Except2 min 98Python String Formatting4 min 99Python None1 min 100Python User Input2 min 101Python Virtual Environment3 min

Python Classes· 19 lessons

102Python OOP1 min 103Python Classes and Objects1 min 104Python __init__() Method1 min 105Python self Parameter1 min 106Python Class Properties1 min 107Python Class Methods1 min 108Python Magic Methods2 min 109Python __str__() Method1 min 110Python __repr__() Method1 min 111Python __eq__() Method1 min 112Python __add__() Method1 min 113Python __len__() Method1 min 114Python __lt__() Method1 min 115Python __contains__() Method1 min 116Python __call__() Method1 min 117Python Inheritance3 min 118Python Polymorphism2 min 119Python Encapsulation2 min 120Python Inner Classes1 min

File Handling· 4 lessons

121Python File Open1 min 122Python File Open2 min 123Python File Write1 min 124Python Delete File1 min

Python Matplotlib· 13 lessons

125Matplotlib Tutorial1 min 126Matplotlib Getting Started1 min 127Matplotlib Pyplot1 min 128Matplotlib Plotting2 min 129Matplotlib Markers3 min 130Matplotlib Line2 min 131Matplotlib Labels and Title1 min 132Matplotlib Adding Grid Lines1 min 133Matplotlib Subplot2 min 134Matplotlib Scatter6 min 135Matplotlib Bars1 min 136Matplotlib Histograms2 min 137Matplotlib Pie Charts2 min

Machine Learning· 23 lessons

138Machine Learning3 min 139Machine Learning - Mean Median Mode2 min 140Machine Learning - Standard Deviation3 min 141Machine Learning - Percentiles1 min 142Machine Learning - Data Distribution2 min 143Machine Learning - Normal Data Distribution1 min 144Machine Learning - Scatter Plot2 min 145Machine Learning - Linear Regression3 min 146Machine Learning - Polynomial Regression3 min 147Machine Learning - Multiple Regression5 min 148Machine Learning - Scale4 min 149Machine Learning - Train/Test4 min 150Machine Learning - Decision Tree7 min 151Machine Learning - Confusion Matrix3 min 152Machine Learning - Hierarchical Clustering3 min 153Machine Learning - Logistic Regression3 min 154Machine Learning - Grid Search4 min 155Preprocessing - Categorical Data4 min 156Machine Learning - K-means3 min 157Machine Learning - Bootstrap Aggregation (Bagging)6 min 158Machine Learning - Cross Validation3 min 159Machine Learning - AUC - ROC Curve3 min 160Machine Learning - K-nearest neighbors (KNN)3 min

Python DSA· 20 lessons

161DSA with Python2 min 162Python Lists and Arrays2 min 163Stacks with Python3 min 164Queues with Python3 min 165Linked Lists with Python8 min 166Hash Tables with Python5 min 167Python Trees3 min 168Python Binary Trees6 min 169Python Binary Search Trees9 min 170Python AVL Trees12 min 171Python Graphs4 min 172Linear Search with Python2 min 173Binary Search with Python4 min 174Bubble Sort with Python3 min 175Selection Sort with Python4 min 176Insertion Sort with Python5 min 177DSA Quicksort with Python4 min 178DSA Counting Sort with Python5 min 179DSA Radix Sort with Python6 min 180DSA Merge Sort with Python5 min

Python MySQL· 12 lessons

181Python MySQL1 min 182Python MySQL Create Database1 min 183Python MySQL Create Table1 min 184Python MySQL Insert Into Table1 min 185Python MySQL Select From1 min 186Python MySQL Where1 min 187Python MySQL Order By1 min 188Python MySQL Delete From By1 min 189Python MySQL Drop Table1 min 190Python MySQL Update Table1 min 191Python MySQL Limit1 min 192Python MySQL Join1 min

Python MongoDB· 11 lessons

193Python MongoDB1 min 194Python MongoDB Create Database1 min 195Python MongoDB Create Collection1 min 196Python MongoDB Insert Document2 min 197Python MongoDB Find2 min 198Python MongoDB Query1 min 199Python MongoDB Sort1 min 200Python MongoDB Delete Document1 min 201Python MongoDB Drop Collection1 min 202Python MongoDB Update1 min 203Python MongoDB Limit1 min

Python Reference· 11 lessons

204Python ReferenceReference1 min 205Python Built in FunctionsReference4 min 206Python String MethodsReference4 min 207Python List/Array MethodsReference1 min 208Python Dictionary MethodsReference1 min 209Python Tuple MethodsReference1 min 210Python Set MethodsReference2 min 211Python File MethodsReference1 min 212Python KeywordsReference2 min 213Python Built-in ExceptionsReference2 min 214Python GlossaryReference11 min

Module Reference· 6 lessons

215Python Python Built-in ModulesReference13 min 216Python Random ModuleReference2 min 217Python Requests ModuleReference1 min 218Python statistics ModuleReference1 min 219Python math ModuleReference4 min 220Python cmath ModuleReference2 min

Python How To· 3 lessons

221How to Remove Duplicates From a Python List1 min 222How to Reverse a String in Python2 min 223How to Add Two Numbers in Python1 min

Python Examples· 3 lessons

224Python Examples6 min 225Practice Python Coding ProblemsExercise13 min 226Python Interview Questions5 min