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18 Things You'll Learn About Data Science Only on the Job (PART 2/2)
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Data science best practices, common mistakes and basic mindset questions -- that I've collected in the last 9 years! (Part 2/2)
In this video, I'll share 18 things that I learned about data science on the job. I wish someone would've told me about these when I was an aspiring data scientist. But you know, there are things that you have to experience in the front line of data science by working on real projects.
00:00 Intro
00:37 #9 Single source of truth
02:09 #10 "All models are wrong, but some are useful"
03:21 #11 Data can be wrong
04:57 #12 Stupid people
06:17 #13 The Pareto Principle
07:04 #14 One analysis...
07:51 #15 Don’t zoom in too much!
08:47 #16 Data science is a long-term game
09:11 #17 A data scientist is a pioneer
09:53 #18 Never stop learning new things!
10:33 Conclusion
PART 1/2:
LINKS MENTIONED IN THE EPISODE:
IMAGE SOURCES:
- Photo by Andrea Rico on Unsplash
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In this video, I'll share 18 things that I learned about data science on the job. I wish someone would've told me about these when I was an aspiring data scientist. But you know, there are things that you have to experience in the front line of data science by working on real projects.
00:00 Intro
00:37 #9 Single source of truth
02:09 #10 "All models are wrong, but some are useful"
03:21 #11 Data can be wrong
04:57 #12 Stupid people
06:17 #13 The Pareto Principle
07:04 #14 One analysis...
07:51 #15 Don’t zoom in too much!
08:47 #16 Data science is a long-term game
09:11 #17 A data scientist is a pioneer
09:53 #18 Never stop learning new things!
10:33 Conclusion
PART 1/2:
LINKS MENTIONED IN THE EPISODE:
IMAGE SOURCES:
- Photo by Andrea Rico on Unsplash
------------------------------------------
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