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

Mısra Turp

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

Data exploration video: https://youtu.be/OY4eQrekQvs

If you’d like to follow along, find the data here: https://data.cityofnewyork.us/Environment/2015-Street-Tree-Census-Tree-Data/uvpi-gqnh

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

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Courses & resources

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📙 Fundamentals of Deep Learning in 25 pages

https://misraturp.gumroad.com/l/fdl

🤖 Deep Learning 101 with Python and Keras (FREE)

https://youtube.com/playlist?list=PLM8lYG2MzHmQn55ii0duXdO9QSoDF5myF

🏃‍♀️ Data Science Kick-starter mini-course (FREE)

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🐼 Pandas cheat sheet (FREE)

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📝 NNs hyperparameters cheat sheet (FREE)

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