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Python Course: 139 Lessons + Quizzes — pelatihan.org

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Python

Learn Python online with 139 structured lessons, code examples, and 695 quiz questions.

139 lessons 14 chapters 695 questions

Curriculum

14 chapters · 139 lessons

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Click a lesson to preview its summary and key points for free.

01

Python Tutorial

35 lessons

01Python Intro 02Python Get Started 03Python Syntax 04Python Output 05Python Comments

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139 lesson materials

695 questions

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06Python Variables

07Python Data Types

08Python Numbers

09Python Casting

10Python Strings

11Python Booleans

12Python Operators

14Python Tuples

16Python Dictionaries

17Python If...Else

19Python While Loops

20Python For Loops

21Python Functions

23Python Arrays

24Python Iterators

25Python Modules

31Python Try...Except

32Python String Formatting

34Python User Input

35Python VirtualEnv

02

Python Classes

11 lessons

01Python OOP 02Python Classes/Objects 03Python __init__ Method 04Python self Parameter 05Python Class Properties 06Python Class Methods 07Python Magic Methods 08Python Inheritance 09Python Polymorphism 10Python Encapsulation 11Python Inner Classes

03

File Handling

4 lessons

01Python File Handling 02Python Read Files 03Python Write/Create Files 04Python Delete Files

04

Python Modules

4 lessons

01NumPy Tutorial 02Pandas Tutorial 03SciPy Tutorial 04Django Tutorial

05

Python Matplotlib

13 lessons

01Matplotlib Intro 02Matplotlib Get Started 03Matplotlib Pyplot 04Matplotlib Plotting 05Matplotlib Markers 06Matplotlib Line 07Matplotlib Labels 08Matplotlib Grid 09Matplotlib Subplot 10Matplotlib Scatter 11Matplotlib Bars 12Matplotlib Histograms 13Matplotlib Pie Charts

06

Machine Learning

23 lessons

01Getting Started 02Mean Median Mode 03Standard Deviation 04Percentile 05Data Distribution 06Normal Data Distribution 07Scatter Plot 08Linear Regression 09Polynomial Regression 10Multiple Regression 11Scale 12Train/Test 13Decision Tree 14Confusion Matrix 15Hierarchical Clustering 16Logistic Regression 17Grid Search 18Categorical Data 19K-means 20Bootstrap Aggregation 21Cross Validation 22AUC - ROC Curve 23K-nearest neighbors

07

Python NumPy

2 lessons

01NumPy Random 02NumPy Ufunc

08

Python DSA

20 lessons

01Python DSA 02Lists and Arrays 03Stacks 04Queues 05Linked Lists 06Hash Tables 07Trees 08Binary Trees 09Binary Search Trees 10AVL Trees 11Graphs 12Linear Search 13Binary Search 14Bubble Sort 15Selection Sort 16Insertion Sort 17Quick Sort 18Counting Sort 19Radix Sort 20Merge Sort

09

Python Pandas

1 lessons

01Pandas Cleaning

10

Python MySQL

12 lessons

01MySQL Get Started 02MySQL Create Database 03MySQL Create Table 04MySQL Insert 05MySQL Select 06MySQL Where 07MySQL Order By 08MySQL Delete 09MySQL Drop Table 10MySQL Update 11MySQL Limit 12MySQL Join

11

Python MongoDB

11 lessons

01MongoDB Get Started 02MongoDB Create DB 03MongoDB Collection 04MongoDB Insert 05MongoDB Find 06MongoDB Query 07MongoDB Sort 08MongoDB Delete 09MongoDB Drop Collection 10MongoDB Update 11MongoDB Limit

12

Python How To

3 lessons

01Remove List Duplicates 02Reverse a String 03Add Two Numbers