How to Do Data Cleaning (step-by-step tutorial on real-life dataset)
155.3 هزار بار بازدید -
3 سال پیش
-
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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?
==========================
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📹 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
👇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 - Twitter: misraturp
🔗 LinkedIn - 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
3 سال پیش
در تاریخ 1400/03/09 منتشر شده
است.
155,320
بـار بازدید شده