Python Pandas For Your Grandpa

So easy, your grandpa could learn it!
English
English [Auto]
Python Pandas for data cleaning and wrangling

Requirements

  • Basic knowledge of Python
  • Some knowledge of NumPy preferred (not necessary)

Description

Wanna learn Pandas?

Then boy do I have good news for you! For three months I hid from my wife and responsibilities, slaving away making this course so that you could learn Python Pandas. In this course, I cover topics like

  • Importing and installing pandas

  • Series

  • DataFrames

  • Indexes (including MultiIndexes)

  • Reading and writing to CSV

  • Merge, Reshape, Aggregation operations

  • Dates & times

  • Missing values

  • Strings

  • Categoricals

including tons of examples, animations, and practice problems with detailed solutions. But rather than me drone on about the course, check out some of my free lectures in the course curriculum to see it for yourself!

Need help?

If you buy this course, you'll have a commitment from me to help you understand any Pandas topics you might struggle with. I'm usually pretty quick to reply to questions.

Notes

This course was developed using Python 3.9.1 and Pandas version 1.2.0. If you're on a later version, don't worry - most of what I teach  is unlikely to break.

Throughout this course, I use Google Colab as my IDE. You don't need to use Google Colab, but if you want to, it's a fantastic way to execute Python directly from your browser.

Also, you could take this course without knowing NumPy, but pre-existing knowledge of NumPy is preferred. After all, Pandas is built on top of it. And if you don't know NumPy, check out my course Python NumPy For Your Grandma.

Who this course is for:

  • Anyone with basic Python knowledge interested in learning Pandas for data wrangling
  • People interested in data science and machine learning

Course content

4 sections28 lectures1h 59m total length
  • 1.1 Introduction
    00:49

Instructor

Data Scientist
Ben Gorman
  • 4.6 Instructor Rating
  • 115 Reviews
  • 14,979 Students
  • 3 Courses

Hi I’m Ben. I spent five years doing actuarial work for an insurance company before ditching the cubicle and opening up my freelance machine learning consultancy, GormAnalysis. Now I build predictive models for companies spanning a range of industries including insurance, ecommerce, tech, real estate, and others. I'm also a Kaggle Master, for whatever that's worth..

I've been blogging about technical machine learning topics for years, but since I personally prefer learning from videos, I decided to upgrade my blog into video format. You see, these courses are not intended for you; they're a reference for future me, when I forget how things work. But you can use them too, for a small fee :)