Data Science with Python 2022-8 – Downloadly
Description
The complete Pandas Bootcamp 2022: Data Science with Python is a comprehensive Pandas library training course for data science using the Python language. Today, Python uses various tools considered in the fields of statistics, finance and machine learning in…, environmental and scientific data, and the pandas are at the center of all of this; to master this library, one of the essential skills for this work. With this library you can manage your data and prepare it for statistical analysis, machine learning, etc. The course is used to train other libraries that accompany the pandas, namely Numpy, etc. Scipy and Scikit-Learn for machine learning and statistical computing, as well as practical Matplotlib and Seaborn for image storage, the data is also discussed.
This tutorial will introduce you step by step and in 4 sections to everything these libraries can do with real data. Section 1 fully covers the basics of Pandas, viewing and implementing a complete workflow, and data circulation, including import. Cleaning, grouping, etc. in Part 2 and the application of the skills taught in completing a project are functional and used in the scientific data in Section 3, the main content of this course. Finally, in Section 4 you will also learn how to handle financial time series data. For learning, pandas etc. I don’t have complete mastery of Python in mind, but some basics of the language like data type, simple operation and numpy arrays need to be learned in this section in a 4 hour section.
What things to learn
Acquiring data analysis and management skills
Learn and practice all the methods used in Pandas
Complete mastery of a machine learning project using Pandas, Scikit-Learn and Seaborn
Import, clean, combine and prepare crowded data
Analyze and visualize data using Pandas, Matplotlib and Seaborn
Import financial data from the web and analyze it with Pandas
Transferring Pandas 0.X to the new version 1.0
Avoid common mistakes and fix errors
And…
This training is suitable for people who:
For those who are inclined to get into data science, Pandas is the key to everything
Data scientists who want to strengthen their data manipulation and management skills
Anyone who is inclined to move their data-driven projects from Excel to more powerful tools
Financial or investment professionals for whom Excel has limitations
profile The complete Pandas Bootcamp 2022: Data Science with Python
Publisher: Udemy
Lecturer: Alexander Hagmann
Language: English
Training level: from preliminary to advanced
Number of lessons: 325 lessons
Duration: 33h 52m
Peak seasons
requirements
- A desktop computer (Windows, Mac, or Linux) that can store and run Anaconda. The course walks you through installing the necessary free software.
- An internet connection that can stream videos.
- Ideally some spreadsheet/programming basics (not mandatory, the course will walk you through the basics)
Pictures
Example film
installation Guide
After extracting with the player you will get your custom view.
Subtitles: English
Quality: 720p
Changes:
The 2020/11 version has increased by 18 lessons (4 sections) and a time of 1 hour and 48 minutes compared to 2020/8.
Version 2022/8 has increased the duration by 2 minutes compared to 2020/11.
Download link
Password file(s): free software
File size
12.3GB