Description
The Complete Pandas Bootcamp 2021: Data Science with Python is a comprehensive Pandas library training course on Python data science. Today, Python is a great data science environment with a variety of tools in statistics, finance, and machine learning, and Pandas is at the heart of it all; Therefore, 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, and more. This course teaches other libraries used with Pandas, such as Numpy, Scipy and Scikit-Learn for machine learning and statistical and practical calculations, and Matplotlib and Seaborn for data visualization.This step-by-step tutorial, in 4 sections, introduces you to everything these libraries can do using real data. Complete training in the basics of Pandas in Section 1, demonstrate and fully implement the workflow and data flow, including importing, clearing, grouping, etc. in Section 2, and applying the skills taught in completing a practical project used in Data science in section 3 are the main content of this course. Finally, in Section 4, you will learn how to work with financial time series data. You do not need to be completely proficient in Python to learn Pandas, but some basics of the language such as data type, simple operations, and numpy arrays are required, and this course will teach you these prerequisites in a 4-hour section.
What do you learn:
- Acquire data analysis and management skills
- Learn and practice all the methods used in Pandas
- Complete mastery of a machine learning project with Pandas, Scikit-Learn and Seaborn
- Import, clean, combine and prepare cluttered data
- Analyze and visualize data using Pandas, Matplotlib and Seaborn
- Import financial data from the web and analyze it with Pandas
- Transfer from Pandas 0.X to the new version 1.0
- Avoid common mistakes and fix mistakes
- And …
This training is suitable for people who:
- Anyone who wants to get into data science, Pandas are the key to everything
- Data science professionals who want to improve 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 2021: Data Science with Python:
- Publisher: Udemy
- Instructor: Alexander Hagmann
- English language
- Level of training: from basic to advanced
- Number of lessons: 325 lessons in 31 sections
- Duration: 33h 50m
Chapters on 2021/11
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 film
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دریافت پرونده: https://dl.downloadly.ir/Files/Elearning/Sample/The_Complete_Pandas_Bootcamp_2020_Data_Science_with_Python_Downloadly.ir.mp4?_=1
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Installation guide
After Extract, watch with your favorite Player.English subtitle
Quality: 720p
Changes:
Version 2020/11 has increased by 18 lessons (4 sections) and time of 1 hour and 48 minutes compared to 2020/8.
download link
Download section 1 - 3 GBDownload Part 2 - 3 GB
Download section 3 - 3 GB
Download Section 4 - 2.43 GB