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Udemy - Pandas For Data Analytics - The Right Way

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Description
[ DevCourseWeb.com ] Pandas For Data Analytics - The Right Way



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







Published 4/2024

MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz

Language: English | Size: 3.14 GB | Duration: 4h 51m



Pandas Mastery: Transforming Data into Insights with Precision



What you'll learn

Understanding the basics of Pandas data structures - Series and DataFrame.

Loading data from various sources such as CSV files, Excel files, databases etc

Techniques for cleaning and preprocessing data, including handling missing values, dealing with outliers, and removing duplicates.

Performing operations like filtering, sorting, grouping, and aggregating data to extract insights.

Working with date and time data, including parsing date strings, converting data types, and performing date-based calculations.

Exploring advanced data analysis techniques such as merging and joining datasets.

Applying Pandas skills to handle real-world datasets in domains such as Sports (Cricket).



Requirements

Fundamentals of Python Programming



If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com



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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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File list
  • Udemy - Pandas For Data Analytics - The Right Way
  • ~Get Your Files Here !/1 - Introduction/1 - 1.Introduction-to-Pandas.pdf 17 KB
  • ~Get Your Files Here !/1 - Introduction/1 - Introduction.mp4 29.3 MB
  • ~Get Your Files Here !/1 - Introduction/10 - 10 Concatenation and Merging Logic.mp4 265.5 MB
  • ~Get Your Files Here !/1 - Introduction/11 - 10.Merging-and-Joining-DataFrames.ipynb 38.5 KB
  • ~Get Your Files Here !/1 - Introduction/11 - 10.Merging-and-Joining-DataFrames.pdf 46.1 KB
  • ~Get Your Files Here !/1 - Introduction/11 - 11 Merging and Joining.mp4 110.5 MB
  • ~Get Your Files Here !/1 - Introduction/12 - 12 Cartesian Product Between DataFrames.mp4 44.2 MB
  • ~Get Your Files Here !/1 - Introduction/13 - 13 Handling Duplicates in a DataFrames.mp4 154.1 MB
  • ~Get Your Files Here !/1 - Introduction/13 - 13.Handling-Duplicates-in-a-DataFrame.ipynb 43.4 KB
  • ~Get Your Files Here !/1 - Introduction/13 - 13.Handling-Duplicates-in-a-DataFrame.pdf 39.3 KB
  • ~Get Your Files Here !/1 - Introduction/13 - Most-100.csv 724 B
  • ~Get Your Files Here !/1 - Introduction/14 - 14 String Handling.mp4 259.7 MB
  • ~Get Your Files Here !/1 - Introduction/14 - 14.Handling-Strings-in-a-DataFrame.ipynb 38.9 KB
  • ~Get Your Files Here !/1 - Introduction/14 - 14.Handling-Strings-in-a-DataFrame.pdf 50.6 KB
  • ~Get Your Files Here !/1 - Introduction/14 - String-processing.csv 383 B
  • ~Get Your Files Here !/1 - Introduction/2 - 2 Pandas Series.mp4 149 MB
  • ~Get Your Files Here !/1 - Introduction/2 - 2.Pandas-Series.ipynb 9.9 KB
  • ~Get Your Files Here !/1 - Introduction/2 - 2.Pandas-Series.pdf 39.8 KB
  • ~Get Your Files Here !/1 - Introduction/3 - 3 Pandas DataFrames.mp4 257.2 MB
  • ~Get Your Files Here !/1 - Introduction/3 - 3.DataFrame.ipynb 35.7 KB
  • ~Get Your Files Here !/1 - Introduction/3 - 3.DataFrame.pdf 47.5 KB
  • ~Get Your Files Here !/1 - Introduction/4 - 4 Handling missing data.mp4 304.2 MB
  • ~Get Your Files Here !/1 - Introduction/4 - 4.Handling-missing-data-in-DataFrame.ipynb 35 KB
  • ~Get Your Files Here !/1 - Introduction/4 - 4.Handling-missing-data-in-DataFrame.pdf 45.9 KB
  • ~Get Your Files Here !/1 - Introduction/5 - 5 Conditional Selection and Reindexing of a DataFrame.mp4 178.9 MB
  • ~Get Your Files Here !/1 - Introduction/5 - 5.Conditional-Selection-and-Reindexing-of-a-DataFrame.ipynb 24.3 KB
  • ~Get Your Files Here !/1 - Introduction/5 - 5.Conditional-Selection-and-Reindexing-of-a-DataFrame.pdf 38.9 KB
  • ~Get Your Files Here !/1 - Introduction/6 - 6 Data Input and Data Output.mp4 243.7 MB
  • ~Get Your Files Here !/1 - Introduction/6 - 6.Data-Input-and-Data-Output.ipynb 54.9 KB
  • ~Get Your Files Here !/1 - Introduction/6 - 6.Data-Input-and-Data-Output.pdf 41.4 KB
  • ~Get Your Files Here !/1 - Introduction/6 - columns.csv 6 KB
  • ~Get Your Files Here !/1 - Introduction/6 - columns1.csv 6 KB
  • ~Get Your Files Here !/1 - Introduction/6 - Data-dump-10-rows.xlsx 9.2 KB
  • ~Get Your Files Here !/1 - Introduction/6 - eventrepository.sas7bdat 128 KB
  • ~Get Your Files Here !/1 - Introduction/6 - Excel-Sample.xlsx 9.2 KB
  • ~Get Your Files Here !/1 - Introduction/6 - IPL.csv 1.3 KB
  • ~Get Your Files Here !/1 - Introduction/6 - sas-data.csv 1.3 KB
  • ~Get Your Files Here !/1 - Introduction/7 - 7 Data Processing.mp4 380.6 MB
  • ~Get Your Files Here !/1 - Introduction/7 - 7.Data-Processing.ipynb 99.6 KB
  • ~Get Your Files Here !/1 - Introduction/7 - 7.Data-Processing.pdf 71.9 KB
  • ~Get Your Files Here !/1 - Introduction/7 - Data-dump-10-rows.xlsx 9.2 KB
  • ~Get Your Files Here !/1 - Introduction/8 - 8 Grouping and Pivot table.mp4 109.6 MB
  • ~Get Your Files Here !/1 - Introduction/8 - 8.Grouping-Aggregation-and-Pivot-Table.ipynb 50.2 KB
  • ~Get Your Files Here !/1 - Introduction/8 - 8.Grouping-Aggregation-and-Pivot-Table.pdf 42.3 KB
  • ~Get Your Files Here !/1 - Introduction/8 - Data-dump-10-rows.xlsx 9.2 KB
  • ~Get Your Files Here !/1 - Introduction/9 - 9 Concatenating DataFrames and Inserting new rows.mp4 100.1 MB
  • ~Get Your Files Here !/1 - Introduction/9 - 9.Concatenating-DataFrames-and-Inserting-new-rows.ipynb 28.9 KB
  • ~Get Your Files Here !/1 - Introduction/9 - 9.Concatenating-DataFrames-and-Inserting-new-rows.pdf 42.2 KB
  • ~Get Your Files Here !/1 - Introduction/9 - class1.csv 115 B
  • ~Get Your Files Here !/1 - Introduction/9 - class2.csv 110 B
  • ~Get Your Files Here !/2 - Handling Date and Time using Pandas functions/15 - 1 DateTime Datetime Creation.mp4 80.3 MB
  • ~Get Your Files Here !/2 - Handling Date and Time using Pandas functions/16 - 2 DateTime Pandas datetime functions.mp4 56.4 MB
  • ~Get Your Files Here !/2 - Handling Date and Time using Pandas functions/16 - Date1.csv 66 B
  • ~Get Your Files Here !/2 - Handling Date and Time using Pandas functions/17 - 3 DateTime Reading Dates with Informats.mp4 320.9 MB
  • ~Get Your Files Here !/2 - Handling Date and Time using Pandas functions/17 - date-time.txt 438 B
  • ~Get Your Files Here !/2 - Handling Date and Time using Pandas functions/17 - Date1.csv 66 B
  • ~Get Your Files Here !/2 - Handling Date and Time using Pandas functions/18 - 4 DateTime Series DateRange and DateOffs.mp4 170.2 MB
  • ~Get Your Files Here !/Bonus Resources.txt 386 B

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