Description
The Complete Pandas Bootcamp 2022: Data Science with Python is a comprehensive training course for Pandas library for data science with Python language. Today, Python, with its various tools in the fields of statistics, finance, and machine learning, is considered a wonderful environment for data science, and Pandas is at the center of all of this; For this reason, mastering this library is one of the essential skills of this work. This library enables you to manage your data and prepare it for statistical analysis, machine learning, etc. This course teaches other libraries that are used with Pandas, namely Numpy, Scipy and Scikit-Learn for machine learning and statistical and practical calculations, and Matplotlib and Seaborn for data visualization.
This training introduces you step by step and in 4 sections, everything that these libraries are capable of doing using real data. Full training of Pandas basics in part 1, demonstration and full implementation of workflow and data flow including importing, clearing, grouping, etc. in part 2 and applying the skills taught in completing a practical project and used in Data science in section 3 is the main content of this course. Finally, in section 4, you will learn to work with financial time series data. To learn Pandas, you don’t need to master Python completely, but some basics of this language such as data types, simple operations and numpy arrays are required, and this course will teach you these prerequisites in a 4-hour section.
What do you learn:
- Acquisition of data analysis and management skills
- Learn and practice all methods used in Pandas
- Complete mastery of a machine learning project with Pandas, Scikit-Learn and Seaborn
- Import, clean, combine and prepare messy data
- Data analysis and visualization using Pandas, Matplotlib and Seaborn
- Importing financial data from the web and analyzing it with Pandas
- Migration from Pandas 0.X to the new version 1.0
- Avoid common mistakes and fix errors
- And …
This training is suitable for people who:
- Anyone interested in getting into data science, Pandas is the key to everything
- Data science professionals who want to enhance their data manipulation and management skills
- Anyone who wants to change their data-driven projects from Excel to a more powerful tool
- Financial or investment specialists for whom Excel has limitations
Specifications of The Complete Pandas Bootcamp 2022: Data Science with Python:
- Publisher: Udemy
- teacher : Alexander Hagmann
- English language
- Education level: from elementary to advanced
- Number of lessons: 325 lessons
- Duration: 33h 52m
Head of the seasons
prerequisites
- A desktop computer (Windows, Mac, or Linux) capable of storing and running Anaconda. The course will walk you through installing the necessary free software.
- An internet connection capable of streaming videos.
- Ideally some Spreadsheet Basics/Programming Basics (not mandatory, the course guides you through the basics)
Pictures
Sample video
Installation guide
After extracting, watch with your favorite player.
English subtitle
Quality: 720p
Changes:
The 2020/11 version has increased the number of 18 lessons (4 sections) and the time of 1 hour and 48 minutes compared to 2020/8.
Version 8/2022 compared to 2020/11 has increased by 2 minutes.
download link
Password file(s): www.downloadly.ir
Size
12.3 GB
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