The Complete pandas Bootcamp 2020: Data Science with Python is a comprehensive pandas library training course for data science with Python language . Nowadays, Python\\\’s with different tools that in the field of Statistics, Finance, and machine learning in…, environmental, fantastic for science data is considered, and the Pandas at the center of all these are located; to the mastery of this library, one of the skills essential to this work . This library enables you to manage your data and prepare them for statistical analysis, machine learning, etc . The course to train other library that accompanies the Pandas are used, namely, Numpy, etc. Scipy and Scikit-Learn for machine learning and statistical calculations, and practical and Matplotlib and Seaborn for the image storage, the data is also discussed .
This tutorial introduces you step by step and in 4 sections, everything these libraries can do using real data . Full teach the basics of Pandas in Section 1, the display and implement a complete work flow and circulation data, including import. cleansing, grouping, etc in Part 2 and apply the skills taught in the completion of a project, functional, and used in the science data in Section 3, the main content of this course . Finally, you will also learn to work with financial time series data in Section 4 . To learn, Pandas, etc. do not have the python complete domination in mind, but some basics of the language such as data type, operation simple, and the arrays numpy is required that this period in a section 4-hours of this prerequisite as well as you will learn .
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 with Pandas, Scikit-Learn and Seaborn
Import, cleanup, combine and prepare cluttered data
Analyze and illustrate data with the help of Pandas, Matplotlib and Seaborn
Import financial data from the web and analyze them with Pandas
Transfer of pandas 0.X to the new version 1.0
Avoid common mistakes and fix errors
This training suits people who
Whoever has a tendency to enter data science, Pandas is the key to everything
Data science professionals who want to strengthen their data manipulation and management skills
Everyone who tends to change their data-driven projects, from Excel to more powerful tools
Financial or investment professionals for whom Excel has limitations
Profile The Complete pandas Bootcamp 2020: Data Science with Python
Lecturer: Alexander Hagmann
Training level: from preliminary to advanced
Number of lessons: 307 lessons in 27 sections
Duration: 32h 2m
- 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)
After the Extract with the Player your custom view.
Password file(s): www.downloadly.ir