2023 Data Analysis & Visualization in python Masterclass

سرفصل های دوره

Build your Data Analysis and Visualization skills with Python, Excel and Looker | Bring your data to LIFE

1. Introduction

1. Introduction

2.1 EXCEL.rar

2.2 looker.rar

2.3 oops.rar

2.4 Pandas Resources.rar

2.5 Pandas Resources.rar

2.6 seaborn.rar

2. Resources.html

3. Hello

4. Congratulations

2. Python

1. Installation - Python

2. Installation - VS Code

3. Setup and Hello World

4. Drawing a Shape

5. DataTypes

6. Variables

7. Strings

8. Numbers

9. Taking an input

10. Lists

11. List_functions

12. Tuples

13. Functions

14. Return Statement

15. Operators

16. If Statement

17. If Statements & Comparisons

18. While Loop

19. For Loops

20. Exponent Function

21. 2D Lists & Nested Loops

22. Comments

23. Try & Except

24. Reading Files

25. Writing Files

3. OOPS

1. What is OOPS

2. OOPS - Introduction

3. Encapsulation

4. Abstraction

5. Inheritance

6. Polymorphism

4. Basic to Advanced MS Excel

1. MicroSoft Excel

2. Customization

3. Shortcuts

4. Mathematics Operations

5. Data Validation

6. Filters

7. Shorting

8. Grouping

9. Functions

10. Minimum and Maximum Values

11. Average

12. Count

13. Is Numeric Function

14. RAND Function

15. Round Function

16. Median

17. Power

18. Left Right and Mid Function

19. Find Function

20. Date Function

21. IF Condition

22. IF ERROR Condition

23. Nested IF Condition

24. AND

25. OR

26. VLOOKUP

27. Pivot Table

28. Index and Match Function

29. SUM IF Formula

30. Sum Offset Formula

31. IF AND CONDITION

32. CONCATINATE

33. PMT FORMULA

34. TRIM FUNCTION

35. CHOOSE FUNCTION

36. XNPV Function

37. XIRR Function

38. COUNTA()

39. FV Function

40. RANDBETWEEN

41. SMALL FUNCTION

42. QUARITILE FUNCTION

43. MACROS

44. Pie Chart

45. Column Chart

46. Line Chart

47. Other Charts

5. Data Description

1. Data Description

2. Importing the data

6. Creating a DataFrame

1. Series

2. Creating a DataFrame

3. Homework

7. Data Cleaning

1. Data Cleaning

8. Dealing with Empty cells

1. Mean Median Mode

2. Empty cells

9. Dealing with wrong data

1. Wrong Data

10. Dealing with wrong data type

1. Wrong Datatype

11. Dealing with duplicate data

1. Duplicates

2. Correlation Introduction

12. Correlation

1. Correlation

13. Looker for Data Visualization

1. Looker Introduction

2. Key Features

3. Sign Up

4. Import Data

5. Interface

6. Templates

7. Data Description

8. Text

9. Image

10. Line and Arrows

11. Shapes

12. Table

13. Scorecard

14. Timeseries

15. Bar Chart

16. Pie Chart

17. Google Map Charts

18. Google Map Chart Heatmap

19. Line Chart

20. Line Chart 2

21. Area Charts

22. Scatter Plots

23. Pivot Table

24. Bullet Charts

25. Tree Maps

26. Gauge Plot

27. Controls

28. Themes and Layouts

29. Filter

30. Blending Data

31. New Field and Formulas

32. Share

14. Review

1. Review

15. Introduction

1.1 seaborn.zip

1. Resources.html

2. Importing the data

16. DISPLOT

1. DISPLOT

2. Uses of Distribution Plot

17. KDE PLOT

1. KDE Introduction

2. KDE Plot Part 1

3. KDE Plot Part 2

18. Scatter Plot

1. Scatter Plot

19. Rug Plot

1. Rug Plot

20. Joint Plot

1. Joint Plot

21. Pair Plot

1. Pair Plot

22. Bar Plot

1. Bar Plot

23. Count Plot

1. Count Plot

24. Box Plot

1. Box Plot

25. Violin Plot

1. Violin Plot

26. Strip Plot

1. Strip Plot

27. Swarm Plot

1. Swarm Plot

28. Heat Map

1. Heat Map

29. Pair Grid

1. Pair Grid

30. Sub Plots

1. Sub Plots

31. Certificate

1. Certificate

139,000 تومان

خرید اشتراک افزودن به سبد خرید

خرید دانلودی فوری

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تولید کننده: Udemy-Training