How to Do Data Cleaning (step-by-step tutorial on real-life dataset)

Описание к видео How to Do Data Cleaning (step-by-step tutorial on real-life dataset)

🐼 All you need to know about Pandas in one place! Download my Pandas Cheat Sheet (free) - https://misraturp.gumroad.com/l/pandascs

👇Learn how to complete your first real-world data science project
Hands-on Data Science course
https://www.misraturp.com/hods

Data exploration video:    • How to Do Data Exploration (step-by-s...  

If you’d like to follow along, find the data here: https://data.cityofnewyork.us/Environ...

00:00 Welcome and some words on data cleaning
01:21 Cleaning irrelevant columns
01:43 Cleaning categorical column values
02:27 Cleaning missing values
13:08 Dealing with outliers
17:17 Data has a surprise for us
17:57 Dealing with unexpected data issues
21:10 Going forward

👋 Keep in touch?
==========================
🐥 Twitter -   / misraturp  
🔗 LinkedIn -   / misraturp  
📹 YouTube -    / @misraturp  
🌎 Website - https://misraturp.com/

Courses & resources
============================
👩‍💻 Hands-on Data Science: Complete your first portfolio project
https://www.misraturp.com/hods

📙 Fundamentals of Deep Learning in 25 pages
https://misraturp.gumroad.com/l/fdl

📥 Streamlit template
https://misraturp.gumroad.com/l/stemp

🤖 Deep Learning 101 with Python and Keras (FREE)
   • 50 Days of Deep Learning  

🏃‍♀️ Data Science Kick-starter mini-course (FREE)
https://misraturp.gumroad.com/l/kick-...

🐼 Pandas cheat sheet (FREE)
https://misraturp.gumroad.com/l/pandascs

📝 NNs hyperparameters cheat sheet (FREE)
https://misraturp.gumroad.com/l/hcs

Комментарии

Информация по комментариям в разработке