Data Exploration: Identifying Data Issues and Their Potential Causes

Hello friends,
This is my course Hands-on Data Science which was released back in 2020 to help aspiring data scientists learn how the end-to-end process of a data science project works. It has been a paid course since it was published but now I believe it is time for it to be publicly accessible.
Here are the links you need for the course.👇
📙 Course Notion page where you can find the questions and assignments: fishy-dessert-4fc.notion.site...
👩‍💻 Course repository: github.com/misraturp/Guided-p...
If you have any questions, feel free to leave comments. I will try to answer them as much as I can, but look through the comments and help others as much as you can! Let's make this a safe learning environment.
👋 Keep in touch?
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🐥 Twitter - / misraturp
🔗 LinkedIn - / misraturp
📹 RUclips - / @misraturp
🌎 Website - misraturp.com/
Courses & resources
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📙 Fundamentals of Deep Learning in 25 pages
misraturp.gumroad.com/l/fdl
📥 Streamlit template
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)
misraturp.gumroad.com/l/kick-...
🐼 Pandas cheat sheet (FREE)
misraturp.gumroad.com/l/pandascs
📝 NNs hyperparameters cheat sheet (FREE)
misraturp.gumroad.com/l/hcs
00:00 Looking into negative values
02:30 Values that are too high

[@Thiesi]

Great to see you're back. Very interesting series so far - I have learnt a lot from you. Thanks a bunch!

[@no-name168]

fell in love with this channel. very good atmosphere

[@GregThatcher]

Thanks!

[@misraturp]

Thank you Greg!

[@Raghavan2583]

Ma'am, could you please elaborate on your preference for utilising a histogram? Are histograms the primary visualisation method required for data exploration, or are there alternative plots we should consider?

[@ramga323]

Are there any variables that show unexpected distributions or patterns that could suggest data issues?