python-coding

سرفصل های دوره

1 - Welcome To The Course

1 - Welcome Challenge.html

2 - Installing Python Windows MAC

3 - Get the Datasets here.html

4 - Extra Resources.html

2 - Core Programming Principles

5 - Types of variables

6 - Using Variables

7 - Boolean Variables and Operators

8 - The While Loop

9 - The For Loop

10 - The If statement

11 - Code indentation in Python

12 - Section recap

13 - HOMEWORK Law of Large Numbers

3 - Fundamentals Of Python

14 - What is a List

15 - Lets create some lists

16 - Using the brackets

17 - Slicing

18 - Tuples in Python

19 - Functions in Python

20 - Packages in Python

21 - Numpy and Arrays in Python

22 - Slicing Arrays

23 - Section Recap

24 - HOMEWORK Financial Statement Analysis

4 - Matrices

25 - Project Brief Basketball Trends

26 - Matrices

27 - Building Your First Matrix

28 - Dictionaries in Python

29 - Matrix Operations

30 - Your first visualization

31 - Expanded Visualization

32 - Creating Your First Function

33 - Advanced Function Design

34 - Basketball Insights

35 - Section Recap

36 - HOMEWORK Basketball free throws

5 - Data Frames

37 - Importing data into Python

38 - Exploring your dataset

39 - Renaming Columns of a Dataframe

40 - Subsetting dataframes in Pandas

41 - Basic operations with a Data Frame

42 - Filtering a Data Frame

43 - Using at and iat advanced tutorial

44 - Introduction to Seaborn

45 - Visualizing With Seaborn Part 1

46 - Keyword Arguments in Python advanced tutorial

47 - Section Recap

48 - HOMEWORK World Trends

6 - Advanced Visualization

49 - What is a Category data type

50 - Working with JointPlots

51 - Histograms

52 - Stacked histograms in Python

53 - Creating a KDE Plot

54 - Working with Subplots

55 - Violinplots vs Boxplots

56 - Creating a Facet Grid

57 - Coordinates and Diagonals

58 - EXTRA Building Dashboards in Python

59 - EXTRA Styling Tips

60 - EXTRA Finishing Touches

61 - Section Recap

62 - HOMEWORK Movie Domestic Gross

7 - Homework Solutions

63 - Homework Solution Section 2 Law Of Large Numbers

64 - Homework Solution Section 3 Financial Statement Analysis Part 1

65 - Homework Solution Section 3 Financial Statement Analysis Part 2

66 - Homework Solution Section 4 Basketball Free Throws

67 - Homework Solution Section 5 World Trends Part 1

68 - Homework Solution Section 5 World Trends Part 2

69 - Homework Solution Section 6 Movie Domestic Gross Part 1

70 - Homework Solution Section 6 Movie Domestic Gross Part 2

71 - THANK YOU Video

8 - Congratulations Dont forget your Prize

72 - Huge Congrats for completing the challenge.html

73 - BONUS Cloud Skills for ML AI COUPON inside.html

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تولید کننده: Udemy