explanation
The Complete Pandas Bootcamp 2022: Data Science with Python A comprehensive Pandas library course for data science using the Python language. Nowadays, Python has a wide range of tools that are considered fantastic tools for statistics, finance, machine learning fields, environments, scientific data, and at the center of all of this is Pandas. Mastering this library is one of the essential skills for this job. This library helps you manage your data and prepare it for statistical analysis, machine learning, and more. Courses are used to teach other libraries that come with Pandas, namely Numpy and others. Scipy and Scikit-Learn for machine learning and statistical computations, practical Matplotlib and Seaborn for image storage, and data are also discussed.
This tutorial walks you through everything this library can do with real data in four sections. Section 1 thoroughly teaches the basics of Pandas, including importing, displaying and implementing complete workflows and circular data. In Part 2, you will perform cleansing, grouping, etc. and apply the skills, functions, and techniques you learned from completing the project and those used on scientific data in Section 3, the main content of the course. Finally, in Section 4 you will also learn how to use financial time series data. Learn, Pandas, etc. You don’t intend to completely master Python, but you will get familiar with and learn some of the basics of the language, such as data types, simple operations, and numpy arrays, in the four-hour section of this prerequisite.
What to learn
Acquire data analysis and management skills
Learn and practice all methods used in Pandas.
Full mastery of machine learning projects using Pandas, Scikit-Learn, and Seaborn.
Import, clean, combine and prepare complex data
Analyzing and explaining data with the help of Pandas, Matplotlib and Seaborn
Fetch financial data from the web and analyze it with Pandas.
Migrating Pandas 0.X to new version 1.0
Avoid common mistakes and correct errors
and…
This training is suitable for:
If you’re inclined to get into data science, Pandas is the key to everything.
Data science experts who want to strengthen their data manipulation and management skills
Anyone inclined to change their data-driven projects from Excel to a more powerful tool.
Finance or investment professionals with limited Excel skills
profile The Complete Pandas Bootcamp 2022: Data Science with Python
Publisher: Udemy
Instructor: Alexander Hagmann
Language:English
Education level: Preparatory to advanced
Number of classes: 325 classes
Duration: 33 hours 52 minutes
head season
precondition
- A desktop computer (Windows, Mac, or Linux) capable of storing and running Anaconda. This course guides you through installing the free software you need.
- Internet connection capable of streaming video.
- Ideally spreadsheet basics/programming basics (not required, this course will walk you through the basics).
image
sample video
installation manual
Custom view after extraction to player.
Subtitles: English
Quality: 720p
Changes:
The 2020/11 version has 18 lessons (4 sections) and 1 hour and 48 minutes longer than the 2020/8 version.
The 2022/8 version has an increased duration of 2 minutes compared to the 2020/11 version.
download link
Password file: free download software
file size
12.3GB