DEV Community

Waylon Walker
Waylon Walker

Posted on

🤷‍♀️ What are some misconceptions about data science??

When people think "data science", what do they get wrong?

Inspired by @ben

Latest comments (17)

Collapse
 
spiritupbro profile image
spiritupbro

ah i know this one you can analyze bitcoin data and make you rich in a second by day trading

Collapse
 
waylonwalker profile image
Waylon Walker • Edited

😂

Collapse
 
jongmassey profile image
Jon Massey

Statistics done by people who don't understand statistics

Collapse
 
steelwolf180 profile image
Max Ong Zong Bao

You need to have a PhD and ideally a MBA to do data science work.

Collapse
 
ben profile image
Ben Halpern

I think there’s a misconception that it’s sort of a magic bullet for your career or a company’s business needs or whatever.

Collapse
 
waylonwalker profile image
Waylon Walker

Deep.

Though I do think that that it has allowed a large number of people into the SWE field. That's kind of a magic bullet.

Really though there is no magic bullet it all takes hard work!

Collapse
 
daveparr profile image
Dave Parr

That having super cool ai/ml features will make your product more useful/valuable/powerful than building something your users actually need to solve a real problem.

Collapse
 
waylonwalker profile image
Waylon Walker

Ahmen, thats like strapping a big engine in a racecar with bad suspension. It's cool, but not very effective without the whole package.

Collapse
 
amananandrai profile image
amananandrai

Data science means training machine learning algorithms.

Collapse
 
waylonwalker profile image
Waylon Walker

What are some things that it means instead?

Collapse
 
amananandrai profile image
amananandrai

SQL is a major portion of data retrieval, Data retrieval, Data cleansing and Data analysis and Visualisation are some of the major parts of Data science

Thread Thread
 
waylonwalker profile image
Waylon Walker

By the time you have done all of that generally you start seeing some benefit, and another project has become higher priority.

Collapse
 
alphaolomi profile image
Alpha Olomi

Thinking one can skip algorithms and go-ahead to start building models

Collapse
 
waylonwalker profile image
Waylon Walker

Whare are some things one should understand before building models??

Collapse
 
mrsaeeddev profile image
Saeed Ahmad

Do this course and become a Data Scientist in 40 hours!!!

Collapse
 
waylonwalker profile image
Waylon Walker • Edited

😂 How long What does it really take?

Collapse
 
mrsaeeddev profile image
Saeed Ahmad

Hahaha. Just one 'small' Udemy course 😂😂😂😂