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Udemy - The Pandas Bootcamp Data Analysis With Pandas Python3
TORRENT SUMMARY
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Master Data Analysis with Pandas Python3 - From Beginner to Advanced. Enroll in The Pandas Bootcamp today!
What you'll learn
Understand the basics of Pandas, its data structures, and how to install it.
Work with different types of data structures in Pandas.
Use descriptive and inferential statistics methods to analyze data.
Apply element-wise, row or column-wise, and table-wise function application on data.
Reindex, sort, and iterate through data using Pandas.
Use string methods for data cleaning and manipulation.
Customize display options and data types in Pandas.
Perform indexing and selecting operations based on labels, integers, or Boolean values.
Use window functions such as rolling, expanding, and ewm for data analysis.
Group data based on single or multiple columns, apply aggregation functions, and filter or transform data.
Work with categorical data, perform methods such as reorder, remove, add, and rename categories, and visualize categorical data using Pandas.
Visualize data using different types of plots such as line, bar, histogram, scatter, box, area, and heatmap.
Read and write data in different formats such as CSV, Excel, and JSON using Pandas.
Work with sparse data and understand its features.
Requirements
You should have basic knowledge of Python programming with beginner experince
You did not have to buy extra software or course
Description
Introduction to The Pandas Bootcamp | Data Analysis with Pandas Python3
The "Introduction to The
Pandas Bootcamp
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Chapter 01/1. 01 Pandas Chapter 01 Outlines.mp4
16.1 MB
~Get Your Files Here !/1. Chapter 01/1. 01 Pandas Chapter 01 Outlines.srt
5.2 KB
~Get Your Files Here !/1. Chapter 01/2. 02 What is Pandas.mp4
23.1 MB
~Get Your Files Here !/1. Chapter 01/2. 02 What is Pandas.srt
6.3 KB
~Get Your Files Here !/1. Chapter 01/3. 03 Where we can use Pandas.mp4
20 MB
~Get Your Files Here !/1. Chapter 01/3. 03 Where we can use Pandas.srt
5.2 KB
~Get Your Files Here !/1. Chapter 01/4. 04 What we can do with Pandas.mp4
14 MB
~Get Your Files Here !/1. Chapter 01/4. 04 What we can do with Pandas.srt
4.3 KB
~Get Your Files Here !/1. Chapter 01/5. 06 Pandas Basic Program.mp4
39.1 MB
~Get Your Files Here !/1. Chapter 01/5. 06 Pandas Basic Program.srt
8.7 KB
~Get Your Files Here !/10. Chapter 10/1. 01 Pandas Chapter 10 Outline.mp4
4 MB
~Get Your Files Here !/10. Chapter 10/1. 01 Pandas Chapter 10 Outline.srt
1.9 KB
~Get Your Files Here !/10. Chapter 10/2. 02 Rolling Window in Pandas.mp4
70.1 MB
~Get Your Files Here !/10. Chapter 10/2. 02 Rolling Window in Pandas.srt
14.2 KB
~Get Your Files Here !/10. Chapter 10/3. 03 Rolling window functions in Pandas.mp4
89.2 MB
~Get Your Files Here !/10. Chapter 10/3. 03 Rolling window functions in Pandas.srt
12.6 KB
~Get Your Files Here !/10. Chapter 10/4. 04 Expending Window in Pandas.mp4
45.7 MB
~Get Your Files Here !/10. Chapter 10/4. 04 Expending Window in Pandas.srt
7.7 KB
~Get Your Files Here !/11. Chapter 11/1. 01 Pandas Chapter 11 Outline.mp4
10.4 MB
~Get Your Files Here !/11. Chapter 11/1. 01 Pandas Chapter 11 Outline.srt
4.2 KB
~Get Your Files Here !/11. Chapter 11/2. 02 groupby Method in Pandas.mp4
101 MB
~Get Your Files Here !/11. Chapter 11/2. 02 groupby Method in Pandas.srt
17.4 KB
~Get Your Files Here !/11. Chapter 11/3. 03 Aggregation on groupby in Pandas.mp4
34.8 MB
~Get Your Files Here !/11. Chapter 11/3. 03 Aggregation on groupby in Pandas.srt
7.1 KB
~Get Your Files Here !/11. Chapter 11/4. 04 Aggregation Example with groupby.mp4
26.9 MB
~Get Your Files Here !/11. Chapter 11/4. 04 Aggregation Example with groupby.srt
5.2 KB
~Get Your Files Here !/11. Chapter 11/5. 05 Transformation on groupby in Pandas.mp4
26.7 MB
~Get Your Files Here !/11. Chapter 11/5. 05 Transformation on groupby in Pandas.srt
6.1 KB
~Get Your Files Here !/11. Chapter 11/6. 06 Transformation Example on groupby.mp4
30.7 MB
~Get Your Files Here !/11. Chapter 11/6. 06 Transformation Example on groupby.srt
6.2 KB
~Get Your Files Here !/11. Chapter 11/7. 07 Filteration in Pandas.mp4
43.6 MB
~Get Your Files Here !/11. Chapter 11/7. 07 Filteration in Pandas.srt
8.2 KB
~Get Your Files Here !/12. Chapter 13/1. 01 Pandas Chapter 13 Outline.mp4
7.3 MB
~Get Your Files Here !/12. Chapter 13/1. 01 Pandas Chapter 13 Outline.srt
2.7 KB
~Get Your Files Here !/12. Chapter 13/2. 02 Lineplot in Pandas.mp4
56.3 MB
~Get Your Files Here !/12. Chapter 13/2. 02 Lineplot in Pandas.srt
9.8 KB
~Get Your Files Here !/12. Chapter 13/3. 03 Barplot in Pandas.mp4
31.3 MB
~Get Your Files Here !/12. Chapter 13/3. 03 Barplot in Pandas.srt
5.4 KB
~Get Your Files Here !/12. Chapter 13/4. 04 Scatter plot in Pandas.mp4
22.4 MB
~Get Your Files Here !/12. Chapter 13/4. 04 Scatter plot in Pandas.srt
4.3 KB
~Get Your Files Here !/12. Chapter 13/5. 05 Boxplot in Pandas.mp4
47 MB
~Get Your Files Here !/12. Chapter 13/5. 05 Boxplot in Pandas.srt
7 KB
~Get Your Files Here !/12. Chapter 13/6. 06 Area plot in Pandas.mp4
29.5 MB
~Get Your Files Here !/12. Chapter 13/6. 06 Area plot in Pandas.srt
4.7 KB
~Get Your Files Here !/12. Chapter 13/7. 07 Density Plot in Pandas.mp4
22.2 MB
~Get Your Files Here !/12. Chapter 13/7. 07 Density Plot in Pandas.srt
4.2 KB
~Get Your Files Here !/13. Chapter 14/1. 01 Pandas Chapter 14 Outline.mp4
7.6 MB
~Get Your Files Here !/13. Chapter 14/1. 01 Pandas Chapter 14 Outline.srt
3 KB
~Get Your Files Here !/13. Chapter 14/2. 02 Reading CSV File with Pandas.mp4
88.1 MB
~Get Your Files Here !/13. Chapter 14/2. 02 Reading CSV File with Pandas.srt
14.4 KB
~Get Your Files Here !/13. Chapter 14/3. 03 Writing CSV file with Pandas.mp4
64.8 MB
~Get Your Files Here !/13. Chapter 14/3. 03 Writing CSV file with Pandas.srt
10.5 KB
~Get Your Files Here !/13. Chapter 14/4. 04 Reading Excel file with Pandas.mp4
66.7 MB
~Get Your Files Here !/13. Chapter 14/4. 04 Reading Excel file with Pandas.srt
11.4 KB
~Get Your Files Here !/13. Chapter 14/5. 05 Writing Excel file with Pandas.mp4
69.9 MB
~Get Your Files Here !/13. Chapter 14/5. 05 Writing Excel file with Pandas.srt
10.7 KB
~Get Your Files Here !/13. Chapter 14/6. 06 Reading JSON file with Pandas.mp4
53.6 MB
~Get Your Files Here !/13. Chapter 14/6. 06 Reading JSON file with Pandas.srt
10.6 KB
~Get Your Files Here !/13. Chapter 14/7. 07 Writing JSON file with Pandas.mp4
50.5 MB
~Get Your Files Here !/13. Chapter 14/7. 07 Writing JSON file with Pandas.srt
8.4 KB
~Get Your Files Here !/2. Chapter 02/1. 01 Pandas Chapter 02 Outlines.mp4
7.8 MB
~Get Your Files Here !/2. Chapter 02/1. 01 Pandas Chapter 02 Outlines.srt
3 KB
~Get Your Files Here !/2. Chapter 02/2. 02 Series Data Structure.mp4
41.2 MB
~Get Your Files Here !/2. Chapter 02/2. 02 Series Data Structure.srt
9.9 KB
~Get Your Files Here !/2. Chapter 02/3. 03 DataFrame Data Strcuture.mp4
59.6 MB
~Get Your Files Here !/2. Chapter 02/3. 03 DataFrame Data Strcuture.srt
9.9 KB
~Get Your Files Here !/2. Chapter 02/4. 04 Panel Data Structure.mp4
53.6 MB
~Get Your Files Here !/2. Chapter 02/4. 04 Panel Data Structure.srt
10.1 KB
~Get Your Files Here !/3. Chapter 03/1. 01 Chapter 03 Outlines for Pandas.mp4
9.8 MB
~Get Your Files Here !/3. Chapter 03/1. 01 Chapter 03 Outlines for Pandas.srt
3.4 KB
~Get Your Files Here !/3. Chapter 03/10. 10 head method with Series.mp4
19 MB
~Get Your Files Here !/3. Chapter 03/10. 10 head method with Series.srt
5.2 KB
~Get Your Files Here !/3. Chapter 03/11. 11 tail method with Series.mp4
14.1 MB
~Get Your Files Here !/3. Chapter 03/11. 11 tail method with Series.srt
3.2 KB
~Get Your Files Here !/3. Chapter 03/12. 12 describe method with Series.mp4
12.2 MB
~Get Your Files Here !/3. Chapter 03/12. 12 describe method with Series.srt
2.6 KB
~Get Your Files Here !/3. Chapter 03/13. 13 info method with Series.mp4
11.7 MB
~Get Your Files Here !/3. Chapter 03/13. 13 info method with Series.srt
2.7 KB
~Get Your Files Here !/3. Chapter 03/14. 14 mean method with Series.mp4
7.8 MB
~Get Your Files Here !/3. Chapter 03/14. 14 mean method with Series.srt
1.7 KB
~Get Your Files Here !/3. Chapter 03/15. 15 sum method with Series.mp4
10.4 MB
~Get Your Files Here !/3. Chapter 03/15. 15 sum method with Series.srt
2.1 KB
~Get Your Files Here !/3. Chapter 03/16. 16 unique method with Series.mp4
12.8 MB
~Get Your Files Here !/3. Chapter 03/16. 16 unique method with Series.srt
2.4 KB
~Get Your Files Here !/3. Chapter 03/17. 17 value_counts method with Series.mp4
11 MB
~Get Your Files Here !/3. Chapter 03/17. 17 value_counts method with Series.srt
2.2 KB
~Get Your Files Here !/3. Chapter 03/18. 18 sort_values method with Series.mp4
16.2 MB
~Get Your Files Here !/3. Chapter 03/18. 18 sort_values method with Series.srt
3.3 KB
~Get Your Files Here !/3. Chapter 03/19. 19 apply method with Series.mp4
24.8 MB
~Get Your Files Here !/3. Chapter 03/19. 19 apply method with Series.srt
4.9 KB
~Get Your Files Here !/3. Chapter 03/2. 02 Series Creation with 5 Methods.mp4
59.9 MB
~Get Your Files Here !/3. Chapter 03/2. 02 Series Creation with 5 Methods.srt
11.5 KB
~Get Your Files Here !/3. Chapter 03/20. 20 fillna method with Series.mp4
11.8 MB
~Get Your Files Here !/3. Chapter 03/20. 20 fillna method with Series.srt
2.5 KB
~Get Your Files Here !/3. Chapter 03/21. 21 drop method with Series.mp4
12.5 MB
~Get Your Files Here !/3. Chapter 03/21. 21 drop method with Series.srt
2.3 KB
~Get Your Files Here !/3. Chapter 03/22. 22 concat method with Series.mp4
24.5 MB
~Get Your Files Here !/3. Chapter 03/22. 22 concat method with Series.srt
