How I Would Learn Data Science in 2021 (What Has Changed?)

In this video, I talk about how I would learn data science if I had to start again from scratch in 2021. Learning data science and machine learning is a little bit different for everyone, but hopefully this video will help you to build the necessary foundation to tackle these fields.

My previous video on the topic: https://www.youtube.com/watch?v=4OZip0cgOho&ab_channel=KenJee
#66DaysOfData: https://www.youtube.com/watch?v=uXLnbdHMf8w&ab_channel=KenJee
@Andrew Mo – Six Figure Dream Job 's video critique: https://www.youtube.com/watch?v=ylBNnHOge8g&ab_channel=AndrewMo%E2%80%93SixFigureDreamJob
My Data Science Beginner's Playlist: https://www.youtube.com/playlist?list=PL2zq7klxX5ATMsmyRazei7ZXkP1GHt-vs

1) Learn to program
- Advice for college students: https://www.youtube.com/watch?v=xjhW1rSQeik
2) Learn basic statistics for data science
- Free courses: https://www.youtube.com/watch?v=Ip50cXvpWY4
- https://www.kaggle.com/
3) Start projects as soon as you can
- Use https://www.kaggle.com/ to review code and work on basic projects
- Beginner projects video: https://www.youtube.com/watch?v=8igH8qZafpo
- 365 Data Science:
(20% off Monthly) https://365datascience.pxf.io/Wno9O or (47% off one year) https://365datascience.pxf.io/JG3yR (Disclaimer - Affiliate Links)
4) Review Other's Code
5) Do Projects and Share Them.
- 5 essential data science projects for your portfolio: https://www.youtube.com/watch?v=BBDiadC8BvE&ab_channel=KenJee

What I would do differently:
1) Start with a plan. This can help you know what to learn next
2) Use multiple resources for learning
3) Make learning a habit with the #66DaysOfData
4) Engage with communities more
- #66DaysOfData Discord: https://discord.gg/ngNdE5Tvzy

0:00 Intro
1:10 Technical Steps
5:15 What I Would Change
8:15 #66DaysOfData!

#DataScience #KenJee

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Check These Videos Out Next!
My Leaderboard Project: https://www.youtube.com/watch?v=myhoWUrSP7o&ab_channel=KenJee
66 Days of Data: https://www.youtube.com/watch?v=qV_AlRwhI3I&ab_channel=KenJee
How I Would Learn Data Science in 2021: https://www.youtube.com/watch?v=41Clrh6nv1s&ab_channel=KenJee

My Playlists
Data Science Beginners: https://www.youtube.com/playlist?list=PL2zq7klxX5ATMsmyRazei7ZXkP1GHt-vs
Project From Scratch: https://www.youtube.com/watch?v=MpF9HENQjDo&list=PL2zq7klxX5ASFejJj80ob9ZAnBHdz5O1t&ab_channel=KenJee
Kaggle Projects: https://www.youtube.com/playlist?list=PL2zq7klxX5AQXzNSLtc_LEKFPh2mAvHIO

Видео How I Would Learn Data Science in 2021 (What Has Changed?) канала Ken Jee