How to learn data science in 2021 (the minimize effort maximize outcome way)




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In this video, I cover how to learn data science in 2021 – the minimize effort and maximize outcome way! If you’re committed to learning data science in 2021, I have nothing more to say than to watch this video! I spend a lot of time putting this vid together and I can’t wait for us to start πŸ˜‰
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Timestamps

00:00 Intro
01:15 Topics and framework
02:06 Programming
02:41 Stats
02:57 Visualization
03:13 EDA
03:47 Machine learning
05:34 The best way to learn
06:13 Apply framework to more topics
06:55 ACCOUNTABILITY
08:44 Resources/courses
10:48 How to choose projects
11:29 What I’m gonna do in 2021

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Links mentioned in video

Ken Jee’s 66daysofdata:
https://www.youtube.com/watch?v=qV_AlRwhI3I
Ken Jee’s How I would learn data science in 2021:

Data Professor’s Data science process:
https://www.youtube.com/watch?v=s4uF8UOJz9k&t=4s
https://www.youtube.com/watch?v=9hxuXzrCRz8
Krish Naik’s Step by step action plan:

How I learned SQL from Scratch in 11 days:
https://www.youtube.com/watch?v=vaD3ZFFNwhM

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You might also be interested in these videos

Day in the life of a FAANG data Scientist:
https://www.youtube.com/watch?v=lCi6fWuI8r4
How to choose between software engineering and data science:
https://www.youtube.com/watch?v=JUkSeqe1eYQ

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Subscribe: https://www.youtube.com/channel/UC2UXDak6o7rBm23k3Vv5dww/?sub_confirmation=1
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Real SQL interview question walkthrough series:
https://www.youtube.com/watch?v=Td-cmLfQ7uU&list=PLVD3APpfd1tuXrXBWAntLx4tNaONro5dA

Check out StrataScratch for SQL interview prep:
https://stratascratch.com/?via=tina
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Contact

youtube: youtube comments are by far the best way to get a response from me! I answer every single comment!
linkedin: https://www.linkedin.com/in/tinaw-h/ (second preferred but I might suck at responding)
email: hellotinah@gmail.com

*If you’re reaching out through linkedin or email, please leave a youtube comment just letting me know that you reached out πŸ™‚
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*The StrataScratch affiliate program give me a small portion of the sales price at no cost to you. I’m currently not monetized and really appreciate your support in helping improve this channel! πŸ™‚

#DataScience #DataSciencein2021 #TinaHuang

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Comment List

  • Tina Huang
    December 26, 2020
  • Tina Huang
    December 26, 2020

    I'm single πŸ˜₯πŸ˜₯πŸ˜₯πŸ˜₯πŸ˜₯

  • Tina Huang
    December 26, 2020

    Love your videos!!!!!

  • Tina Huang
    December 26, 2020

    awesome topic! efficiency while learning is what its all about!!

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