Udemy – The Complete Pandas Bootcamp 2020: Data Science with Python 2020-8

Description

The Complete Pandas Bootcamp 2020: 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. The course also 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

Profile of The Complete Pandas Bootcamp 2020: Data Science with Python

Publisher: Udemy

Instructor: Alexander Hagmann

English language

Level of training: from basic to advanced

Number of lessons: 307 lessons in 27 sections

Duration: 32h 2m

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)

Installation

After Extract, watch with your favorite Player.

English subtitle

Quality: 720p