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Udemy - The Ultimate Pandas Data frame Essentials for Data Analytics

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Description
[ FreeCourseWeb.com ] The Ultimate Pandas Data frame Essentials for Data Analytics



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Published 4/2024

Created by Jit Dutta

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English | Duration: 20 Lectures ( 35m ) | Size: 183 MB



Manipulating and analyzing data using pandas, a powerful data manipulation tool in Python.



What you'll learn:

What is a Pandas Dataframe?

Essential Operations on Pandas Dataframes

Data Cleaning and Preparation with Pandas Dataframes

Advanced Techniques with Pandas Dataframes



Requirements:

Installation of Pandas Library, Importing Pandas in Python, Understanding Data Structures in Pandas



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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 - The Ultimate Pandas Data frame Essentials for Data Analytics
  • ~Get Your Files Here !/1. Introduction/1. Introduction.html 376 B
  • ~Get Your Files Here !/1. Introduction/2. Why use Pandas Dataframe.html 836 B
  • ~Get Your Files Here !/1. Introduction/3. Getting everything rolling with Pandas Data frame.html 2 KB
  • ~Get Your Files Here !/2. Creating a Data Frame/1. From a dictionary.mp4 6.9 MB
  • ~Get Your Files Here !/2. Creating a Data Frame/2. From a listing of lists or tuples.mp4 7.3 MB
  • ~Get Your Files Here !/2. Creating a Data Frame/3. From a CSV or Excel file.mp4 6.4 MB
  • ~Get Your Files Here !/2. Creating a Data Frame/4. From an SQL database.mp4 16.7 MB
  • ~Get Your Files Here !/2. Creating a Data Frame/5. From SQL database using read_sql_query.mp4 11.6 MB
  • ~Get Your Files Here !/2. Creating a Data Frame/6. From a NumPy array.mp4 3.3 MB
  • ~Get Your Files Here !/3. Manipulating Data Frames/1. Accessing data.mp4 10.3 MB
  • ~Get Your Files Here !/3. Manipulating Data Frames/2. Adding columns.mp4 9.5 MB
  • ~Get Your Files Here !/3. Manipulating Data Frames/3. Dropping rows or columns.mp4 8 MB
  • ~Get Your Files Here !/3. Manipulating Data Frames/4. Sorting.mp4 9.6 MB
  • ~Get Your Files Here !/3. Manipulating Data Frames/5. Filtering.mp4 13.7 MB
  • ~Get Your Files Here !/4. Common Operations/1. Statistical operations.mp4 17.2 MB
  • ~Get Your Files Here !/4. Common Operations/2. Group by operations.mp4 12.7 MB
  • ~Get Your Files Here !/4. Common Operations/3. Merging and joining.mp4 9.5 MB
  • ~Get Your Files Here !/4. Common Operations/4. Plotting.mp4 24.6 MB
  • ~Get Your Files Here !/4. Common Operations/4.1 1_1.pdf 116.5 KB
  • ~Get Your Files Here !/5. Export a Data Frame to a CSV file/1. Data Frame to a CSV file.mp4 15.7 MB
  • ~Get Your Files Here !/6. Conclusion/1. Best Practices for Working with Pandas Data frames.html 399 B
  • ~Get Your Files Here !/Bonus Resources.txt 386 B

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