Torrent details for " Data Processing with Python [CoursesGhar]"    Log in to bookmark

wide
Torrent details
Cover
Download
Torrent rating (0 rated)
Controls:
Category:
Language:
English English
Total Size:
2.14 GB
Info Hash:
a21a615c155fcf706e7856aba5ea303b0b765ff0
Added By:
Added:  
24-07-2021 14:47
Views:
699
Health:
Seeds:
0
Leechers:
0
Completed:
23
wide




Description
wide
Image error

Data Processing with Python [CoursesGhar]

Image error

MP4 | Video: h264, 1280x720 | Audio: AAC, 48000 Hz
Language: English | Size: 2.13 GB | Duration: 3h 46m

Please Support Us By Giving A Click On ADS on CoursesGhar

What you'll learn
Build 10 advanced Python scripts which together make up a data analysis and visualization program.
Solve six exercises related to processing, analyzing and visualizing US income data with Python.
Learn the fundamental blocks of the Python programming language such as variables, datatypes, loops, conditionals, functions and more.
Use Python to batch download files from FTP sites, extract, rename and store remote files locally.
Import data into Python for analysis and visualization from various sources such as CSV and delimited TXT files.
Keep the data organized inside Python in easily manageable pandas dataframes.
Merge large datasets taken from various data file formats.
Create pivot tables in Python out of large datasets.
Perform various operations among data columns and rows.
Query data from Python pandas dataframes.
Export data from Python into various formats such as TXT, CSV, Excel, HTML and more.
Use Python to perform various visualizations such as time series, Descriptions, heatmaps, and more.
Create KML Google Earth files out of CSV files.

Requirements
A working computer (Windows, Mac, or Linux)
No prior knowledge of Python is required

Description
Data scientists spend only 20 percent of their time on building machine learning algorithms and 80 percent of their time finding, cleaning, and reorganizing huge amounts of data. That mostly happen because many use graphical tools such as Excel to process their data. However, if you use a programming language such as Python you can drastically reduce the time it takes for processing your data and make them ready for use in your project. This course will show how Python can be used to manage, clean, and organize huge amounts of data.

This course assumes you have basic knowledge of variables, functions, for loops, and conditionals. In the course you will be given access to a million records of raw historical weather data and you will use Python in every single step to deal with that dataset. That includes learning how to use Python to batch download and extract the data files, load thousands of files in Python via pandas, cleaning the data, concatenating and joining data from different sources, converting between fields, aggregating, conditioning, and many more data processing operations. On top of that, you will also learn how to calculate statistics and visualize the final data. The course also covers a series of exercises where you will be given some sample data then practice what you learned by cleaning and reorganizing those data using Python.

Who this course is for:
Those who come from any technology field that deals with any kind of data.
Those who want to leverage the power of the Python programming language for handling data.
Those who need to learn Python basics and want to quickly advance their skills by learning how to perform data cleaning, analysis and visualization with Python - all in one single course.
Those who want to switch from programming languages such as Java, C, R, Matlab, etc. to Python.
Image error


  User comments    Sort newest first

No comments have been posted yet.



Post anonymous comment
  • Comments need intelligible text (not only emojis or meaningless drivel).
  • No upload requests, visit the forum or message the uploader for this.
  • Use common sense and try to stay on topic.

  • :) :( :D :P :-) B) 8o :? 8) ;) :-* :-( :| O:-D Party Pirates Yuk Facepalm :-@ :o) Pacman Shit Alien eyes Ass Warn Help Bad Love Joystick Boom Eggplant Floppy TV Ghost Note Msg


    CAPTCHA Image 

    Anonymous comments have a moderation delay and show up after 15 minutes