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Matt Dancho (Business Science) Profile picture
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Mar 8 • 7 tweets • 3 min read
99% of data scientists CANNOT do #timeseries and #automation together.

I know this because almost all of my advanced students ask for help in these 2 areas.

So I made a FREE training.

Here's why + how to access it for free... 🧵

#datascience #rstats Image
What if you could use any #Python or #R library to do it?

Which would you pick?

Here's what I'd do and why.
1. Modeltime in R for Time Series

It's not a question. It's a fact.

Modeltime is the best forecasting library in R or Python ecosystems.

Sure the bar is high:
- forecast
- fable / tsibble
- statsmodels
- sktime
- pmdarima
- darts
- +20 more

Modeltime is the best.
2. Prefect in Python for Automation

Prefect is the best automation tool I've seen by 1,000 miles.

Again, the bar is high:
- Airflow
- Luigi
- Mario (made that one up)

Prefect has simplified a ton of the headaches around multiple jobs and orchestration.
So here's what I did.

I spent 1 FULL WEEK (80+ hours) working on an automation training.

Why?

Because I know this training will increase YOUR value (even more).
That means helping you:

1. Win job interviews
2. Get that promotion you've been eyeing
3. Accelerate your career 🚀

And that's my goal...

To help you get more out of your career.
So I'm going to teach you in 1-hour what took me 1 week to build.

And it will help you win in your career.

Register Here: us02web.zoom.us/webinar/regist… Image

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More from @mdancho84

Matt Dancho (Business Science) Profile picture
Mar 7
Over 80% of data scientists struggle with time series forecasting.

And worse, 99% don't know how to automate it for their business.

So let's fix that...

And increase your value to your (future) company even more.

This is how. 🧵

#datascience #rstats #python Image
Imagine for a minute. What if you could...

1. Run a more accurate forecast than what your company is doing currently?
2. You could automate it on ANY interval (60 seconds, 1 day, 2 weeks, 1+ months)?

3. And it worked like clockwork solving your company's forecasting problem?
Read 10 tweets
Matt Dancho (Business Science) Profile picture
Mar 7
I’ve read over 100 books on data science, and I can tell you that it’s the most exciting field I’ve ever been a part of.

But I can also tell you that it’s insanely frustrating to navigate.

Here’s a solution 🧵

#datascience
I’ve struggled with:

1. self learning,
2. bootcamps and
3. random courses,

And I had the mistake of making my own curriculum when I was learning.

All of this made me more confused. 🙃
Now 10 years into my journey, I’m excited to have put together my own e-book to help others.
Read 5 tweets
Matt Dancho (Business Science) Profile picture
Mar 6
Want to learn prefect for data science automation? I'm teaching it as part of my Time Series Workshop tomorrow.

Here's what's coming...

#datascience #python #rstats #etl Image
Automating Time Series Forecasting is a BIG challenge for companies.

To make matters worse, 80% of data scientists struggle with automation + time series.

Let's fix that.
I have a free workshop where I'll walk you through a code lesson that uses PREFECT, a #python ETL and Automation tool.

And I'll show you how can integrate my Modeltime #R package into the workflow.
Read 5 tweets
Matt Dancho (Business Science) Profile picture
Feb 11
The future of data science is the Business Scientist.

Let me explain.
There’s a big gap between data science and the business and that gap is widening.

Why?
Before 2023 organizations had been heavily investing in AI Hype:

1. Hiring data scientists with deep theoretical knowledge but without applied business experience
Read 11 tweets
Matt Dancho (Business Science) Profile picture
Feb 11
The 50/50 learn-apply framework.

The framework I used to cut 60 hours of busy work down to 20 hours of productive work.

Learn high-impact skills.

AND double my salary ($75K to $150K) in the process.

I’ll teach it to you in 2 minutes.
First, when I started working I had a huge problem.

I was spending 60 hours a week working.

But it wasn’t productive.
I was doing urgent-unimportant work:

1. Putting out recurring fires🔥

2. Answering emails all day

3. And in constant meetings

This was massively unproductive.
Read 19 tweets
Matt Dancho (Business Science) Profile picture
Feb 10
Time series forecasting.

Not only do 90% of data scientists struggle with it.

But 99% don't know how to automate it for their business.

So let's fix that. 🧵

#datascience
I'm tired of seeing data scientists get sh*t canned in this economy.

And I want to help you.
I believe automation and time series are 2 important skills that will help you get closer to becoming a Business Scientist...

...A 1-person data science team that outperforms 10+ person teams.
Read 12 tweets

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