Pandas Bootcamp 2022: Complete Pandas Walkthrough

Analyze data quickly and easily with Python's powerful pandas library!

4.25 (47 reviews)
Udemy
platform
English
language
Programming Languages
category
instructor
2,624
students
2 hours
content
Mar 2022
last update
FREE
regular price

What you will learn

Learn Pandas based on NEW Version 1.x (the days of versions 0.x are over)

Analyze, visualize, and understand your Data with Pandas

Learn and master important Statistical Concepts with Pandas

Learn and master the most important Pandas workflows for Data Science

Description

Data Analysis with Pandas and Python offers 19+ hours of in-depth video tutorials on the most powerful data analysis toolkit available today. Lessons include:

  • installing

  • sorting

  • filtering

  • grouping

  • aggregating

  • de-duplicating

  • pivoting

  • munging

  • deleting

  • merging

  • visualizing

and more!


Why learn pandas?

If you've spent time in a spreadsheet software like Microsoft Excel, Apple Numbers, or Google Sheets and are eager to take your data analysis skills to the next level, this course is for you!

Why should you learn Pandas?

The world is getting more and more data-driven. Data Scientists are gaining ground with $100k+ salaries. It´s time to switch from soapbox cars (spreadsheet software like Excel) to High Tuned Racing Cars (Pandas)!

Python is a great platform/environment for Data Science with powerful Tools for Science, Statistics, Finance, and Machine Learning. The Pandas Library is the Heart of Python Data Science. Pandas enables you to import, clean, join/merge/concatenate, manipulate, and deeply understand your Data and finally prepare/process Data for further Statistical Analysis, Machine Learning, or Data Presentation. In reality, all of these tasks require a high proficiency in Pandas! Data Scientists typically spend up to 85% of their time manipulating Data in Pandas.


Data Analysis with Pandas and Python introduces you to the popular Pandas library built on top of the Python programming language.

Pandas is a powerhouse tool that allows you to do anything and everything with colossal data sets -- analyzing, organizing, sorting, filtering, pivoting, aggregating, munging, cleaning, calculating, and more!

I call it "Excel on steroids"!

Over the course of more than 19 hours, I'll take you step-by-step through Pandas, from installation to visualization! We'll cover hundreds of different methods, attributes, features, and functionalities packed away inside this awesome library. We'll dive into tons of different datasets, short and long, broken and pristine, to demonstrate the incredible versatility and efficiency of this package.

Content

Pandas Complete Guide

Introduction to Pandas
Introduction to Pandas Series
Introduction to Pandas Inbuilt Methods
Pandas DataFrame Introduction
Pandas Index Selecting and Filtering Data
Pandas Inbuilt Methods
Descriptive Statistics
Describe Method
Null Values, Fill NA, Drop NA
Crosstabs
Cut Method
Drop and Rename
Dummy Variables
Groupy Functions
Index Set and Reset
Merge in Python

Screenshots

Pandas Bootcamp 2022: Complete Pandas Walkthrough - Screenshot_01Pandas Bootcamp 2022: Complete Pandas Walkthrough - Screenshot_02Pandas Bootcamp 2022: Complete Pandas Walkthrough - Screenshot_03Pandas Bootcamp 2022: Complete Pandas Walkthrough - Screenshot_04

Reviews

Vinitha
September 28, 2022
The course content is good and very informative. Would have been nice if there were some exercises and quizzes and few more topics discusses. But still highly recommend especially given it is a free course.
Kristin
August 19, 2022
Took his time to thoroughly explain more concepts. Unfortunately, he dind't provide resources for an excel spreadsheet he used and didn't explain the import of example data from seaborn until late in the course, so I wasn't able to test my own programming along with him as I wanted. Still, a very helpful overview.
Aymane
July 12, 2022
I loved the course, actually it s very engaging and i think it s very helpfull to any one who wants to start using pandas
MINISKAR
July 2, 2022
awesome explaination sir... please can u make course on machine learning ..datascience Thank you very much sir...
Hector
March 25, 2022
I like this course because the instructor explained very well all the concepts, I highly recommend this course!

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Related Topics

4601410
udemy ID
3/17/2022
course created date
3/24/2022
course indexed date
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course submited by