Kaggle Project From Scratch – Part 1 (Data Science Profession Survey)




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In this 3 part series, I walk you through how I approach a data science project, specifically a kaggle competition. You will get to see me work through the kaggle developer survey kaggle competition from start to finish.

In Part 1 I show you how I:
– Join the competition
– Read through the documentation
– Understand the evaluation criteria
– Download the data
– Review other people’s kaggle kernels
– Frame the questions that I want to ask of the data

In Part 2 I will use some different tools to visualize some of the data

In Part 3 I will seek to answer some of the questions that I have posed in Part 1 and Part 2
#DataScience #KenJee #66DaysOfData

Kaggle API: https://www.kaggle.com/docs/api
Notebooks Referenced:
https://www.kaggle.com/subinium/kaggle-2020-visualization-analysis
https://www.kaggle.com/spitfire2nd/enthusiast-to-data-professional-what-changes
https://www.kaggle.com/dwin183287/kagglers-seen-by-continents
https://www.kaggle.com/michau96/education-level-affects-data-analysis
https://www.kaggle.com/chandramanaha/kyc-know-your-community
https://www.kaggle.com/ahmedatta/who-said-data-science-is-boring

Relevant Videos:
What is 66 days of data? https://www.youtube.com/watch?v=qV_AlRwhI3I&t=6s&ab_channel=KenJee
Project from scratch: https://www.youtube.com/playlist?list=PL2zq7klxX5ASFejJj80ob9ZAnBHdz5O1t
Titanic Kaggle Project: https://www.youtube.com/watch?v=I3FBJdiExcg&ab_channel=KenJee

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Comment List

  • Ken Jee
    January 2, 2021

    Thank you so much!

  • Ken Jee
    January 2, 2021

    I can't wait to see part 2… good job for making these videos for us

  • Ken Jee
    January 2, 2021

    will do this part of 66Days challenge 😀
    Question: do you have to use D3.js in your daily work?

  • Ken Jee
    January 2, 2021

    I love how you just don't edit your mistakes out. It just shows that even the bests do silly things sometimes! You're inspiring Ken ♥️

  • Ken Jee
    January 2, 2021

    I am going to start master's data science course in coming September, in Cardiff University. I think it has good modules at a decent fee. Do you think my decision is correct? Because there is still time left to amend the decision.

  • Ken Jee
    January 2, 2021

    Yayyy something new and interesting just before I start my grad school!!!

  • Ken Jee
    January 2, 2021

    you're the best Ken Jee!!

  • Ken Jee
    January 2, 2021

    First one!

  • Ken Jee
    January 2, 2021

    Hey, Thank you for sharing amazing content with us. It's really helpful.

  • Ken Jee
    January 2, 2021

    Hey Hey, Its been a while..Back with something great

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