Matt Dancho (Business Science) Profile picture
May 11 16 tweets 5 min read Twitter logo Read on Twitter
Data science is evolving.

And the cold, hard fact is: Your Career Is On The Line.

If your projects aren't making it into production, your job has a bullseye on it 🎯

Time to smarten up. Here's how.

#datascience #career #python Image
Data science is different today than it was in 2022.

Why?
In 2022, companies were OK with hiring 15+ person data science teams...

The "hype" hiring was that AI would solve all problems...

Grow revenues.
Cut Costs.
Make MONEY (aka profit)
But in 2023 companies realized what was happening.

Costs were increasing $1.5M per year just on data science teams.

And 87% of projects never made it into "production"

(production is where the business actually gets value)
So what do you think the CEO does when something isn't working?

They restructure.
And the OLD Data Science Teams?

Gone.

Replaced with new, leaner teams that can take solutions into **production** FAST.
I have good news, I've been working on something to help you fix this...

And I am going to unveil it in my next free workshop.

Here's how it will help you:
I have a free workshop on Thursday May 25th that will expose EXACTLY what it takes to make #Python #DataScience that goes into Production FAST.

The key element: SPEED.

Inside this special training + course launch event, you will discover:
✅ The Big Shift in data science in 2023

(what companies really want but won't tell you... AND it's NOT "production")
✅ The 3 Skills that will help you make 17% more money

(AND your company will label you "unfireable")
✅ The 6 Python Packages that will make you a 1-Person DS Team in Python

(and INSTANTLY make you a leader in your company)
✅ How to quickly convert your #R skills to Python

(and become a "dual-threat" data scientist)
✅ BONUS #1: This is a **Special Training** where I will unveil a new Python Course that I've been working on for over 2 years.
✅ BONUS #2 ($400 Value): All attendees will receive **2 cheat sheets**.

1st is the Ultimate #Python Cheat Sheet ($197 value)- the express path to learning python.

2nd is the Ultimate #VSCode Cheat Sheet ($197 Value) for navigating the VSCode + Python ecosystem.
What's the next step?

👉Register Here: us02web.zoom.us/webinar/regist… Image
And if you want a sneak peek at what's coming...

You can do so here: learn.business-science.io/python-ml-apis… Image

• • •

Missing some Tweet in this thread? You can try to force a refresh
 

Keep Current with Matt Dancho (Business Science)

Matt Dancho (Business Science) Profile picture

Stay in touch and get notified when new unrolls are available from this author!

Read all threads

This Thread may be Removed Anytime!

PDF

Twitter may remove this content at anytime! Save it as PDF for later use!

Try unrolling a thread yourself!

how to unroll video
  1. Follow @ThreadReaderApp to mention us!

  2. From a Twitter thread mention us with a keyword "unroll"
@threadreaderapp unroll

Practice here first or read more on our help page!

More from @mdancho84

May 12
I continue to be impressed by the ease of doing machine learning with Pycaret.

This is especially great for #R people that want to learn #Python.

Let me explain...

#DataScience #Rstats Image
As many of you know, my primary data science toolkit is #R. ❤️

I've been doing data science in production at @bizScienc and developing open-source R software for over 10 years.

- Modeltime (+4 ecosystem pkgs)
- Timetk
- Tidyquant
- CorrelationFunnel
But, I interact with team members and interface with clients...

and their language of choice is often Python.

It's refreshing that I can quickly switch to Python when needed, and not need to write 5000 lines of #ScikitLearn code to do basic machine learning.
Read 5 tweets
May 12
#AI isn't going to take your data science job.

But the #recession might.

Here's how this trend is unfolding from Big #Tech to the broader job market (and how to prepare)...

#datascience #career Image
For the better part of a decade, Big #Tech was on a hiring spree.

Companies like #Amazon, #Microsoft, and #Meta overhired. And that's OK when things are going well.

But then 2022 hit and Big Tech had its worst decline since 2008.
And in January 2023, with CEOs seeking to protect their stock prices, companies like:

Amazon,
PayPal, and
Microsoft

...all announced deep cuts to employees.
Read 11 tweets
May 10
Learning data science on your own is tough...

...(ahem, it took me 6 years)

So here's some help.

5 Free Books to Cut Your Time In HALF.

Let's go! 🧵

#datascience #rstats #R Image
1. Mastering #Spark with #R

This book solves an important problem- what happens when your data gets too big?

For example, analyzing 100,000,000 time series.

You can do it in R with the tools covered in this book.

Website: therinspark.com Image
2. Geocomputation with #R

Interested in #Geospatial Analysis?

This book is my go-to resource for all things geospatial.

This book covers:
-Making Maps
-Working with Spatial Data
-Applications (Transportation, Geomarketing)

Website: r.geocompx.org Image
Read 8 tweets
May 9
A big mistake I see data scientists making: Learning tools they never use.

I did this.

And here’s how to fix it.

#datascience #rstats Image
A classic case of learning everything is mean, median, and mode.

Data scientists learn how to use all 3 of these.

Median and mean I use almost every day.

But I can count on one hand how often I have used mode.
The same applies to machine learning, data wrangling, and visualization.

There are 1000's of things you could learn.

But what should you spend your time learning?
Read 7 tweets
May 9
If you're starting out in data science (or if your wondering what you need to learn), don't believe everything you read. 🧵

Spot BS and focus on these 4 steps to grow your career.

#datascience #rstats #career Image
My friend Rafael Nicolas Fermin Cota (Nico) pointed me to this modified graphic from a Harvard Business Review Article on "Prioritizing Which Data Science Skills Your Company Needs".
With ChatGPT, AI, and the "trendiness" of buzzwords, this graphic becomes even more dangerous. hbr.org/2018/10/priori…
Read 13 tweets
May 8
Here’s a list of 7 problem-solving skills that will help you become a 6-figure data scientist (with resources).

#datascience #rstats #career Image
Whether you are trying to transition into data science, building your skills, or seeking to land your first data science position...

It can be a big challenge to figure out what businesses want.

And that's why I put together this list of curated resources.
7 Skills To Grow Your Data Science Career

1. Costing A Problem:

Quantify the effect of no-change in a business process to show opportunity for improvement.

Use dollar value to demonstrate opportunity.

Resource: investopedia.com/terms/c/cost-b…
Read 12 tweets

Did Thread Reader help you today?

Support us! We are indie developers!


This site is made by just two indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3/month or $30/year) and get exclusive features!

Become Premium

Don't want to be a Premium member but still want to support us?

Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal

Or Donate anonymously using crypto!

Ethereum

0xfe58350B80634f60Fa6Dc149a72b4DFbc17D341E copy

Bitcoin

3ATGMxNzCUFzxpMCHL5sWSt4DVtS8UqXpi copy

Thank you for your support!

Follow Us on Twitter!

:(