Data Analysis for Entry Level Job – ( 9 courses in 1 )

سرفصل های دوره

1. Introduction

1. Introduction

2. Python Programming language

1. Installation - Python

2. Installation - VS Code

3. Tour

4. Setup and Hello World

5. Drawing a Shape

6. DataTypes

7. Variables

8. Strings

9. Numbers

10. Taking an Input

11. Lists

12. List functions

13. Tuples

14. Dictionaries

15. Functions

16. Return Statement

17. Operators

18. If Statement

19. If Statements & Comparisons

20. While Loop

21. For Loops

22. Exponent Function

23. 2D Lists & Nested Loops

24. Comments

25. Try & Except

26. Reading Files

27. Writing Files

3. Microsoft 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. Pie Chart

29. Column Chart

30. Line Chart

31. Other Charts

4. Pandas

1. Data Description

2. Importing the data

3. Series

4. Creating a DataFrame

5. Homework

6. Data Cleaning

7. Mean Median Mode

8. Empty cells

9. Wrong Data

10. Wrong Datatype

11. Duplicates

12. Correlation Introduction

13. Correlation

5. Numpy

1. NumPy and its Applications

2. Initializing an Array

3. NumPy Datatypes

4. AccessingChanging Specific Elements

5. Initializing Different Arrays (1s, 0s, full, random, etc)

6. Basic Mathematics

7. Linear Algebra and Statistics

8. Reorganizing Arrays

9. Load data using NumPy

10. Advanced Indexing and Boolean Masking

6. Seaborn - Data Visualization

1. Importing the data

2. DISPLOT

3. Uses of distribution plot

4. KDE introduction

5. KDE Plot Part 1

6. KDE Plot Part 2

7. Scatter Plot

8. Rug Plot

9. Joint Plot

10. Pair Plot

11. Bar Plot

12. Count Plot

13. Box Plot

14. Violin Plot

15. Strip Plot

16. Swarm Plot

17. Heat Map

18. Pair Grid

19. Sub Plots

7. PostgreSQL

1. Installation

2. Select Statement

3. Creating a table

4. Insert data into a table

5. Alter data in a table

6. Drop a column

7. Drop a row

8. Order by command

9. Limit, Alias, Distinct

10. WHERE, AND, OR, IN, BETWEEN

11. Aggregate and Group by command

12. Certificate

45,900 تومان

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تولید کننده: Udemy-Training