Can AI do Time Series Forecasting? This is what I found out.
Matt Dancho (Business Science)@mdancho84
21 views
May 04, 2025
~1 min read
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Can AI do Time Series Forecasting?
This is what I found out.
This is what I found out.
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Over the past 2 years, I've been studying AI. Why?
Because there are 1,000s of ways we can combine AI with Data Science.
Time series is one of them.
Because there are 1,000s of ways we can combine AI with Data Science.
Time series is one of them.
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Most people have bad results with AI. And Time Series is no different.
Time Series is niche.
It's nuanced.
Practitioners have a set of steps that they follow.
These steps can differ from person to person.
Time Series is niche.
It's nuanced.
Practitioners have a set of steps that they follow.
These steps can differ from person to person.
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AI is a generalist.
Trained on the world's data. Jack of all trades. Master of none.
That's why Time Series is a recipe for disaster for AI.
At least that's what I thought.
Trained on the world's data. Jack of all trades. Master of none.
That's why Time Series is a recipe for disaster for AI.
At least that's what I thought.
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Fast forward to today, I've discovered:
1. AI can do time series.
2. You need to train your AI to do time series.
3. Once you do this, you can automate forecasting.
I'd like to share how.
1. AI can do time series.
2. You need to train your AI to do time series.
3. Once you do this, you can automate forecasting.
I'd like to share how.
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On Wednesday, May 7th, I'm sharing one of my best AI Projects: Time Series Forecasting Agent with AI
Inside, I'll share:
1. Which Python libraries I use
2. What AI/DS skills are needed
Inside, I'll share:
1. Which Python libraries I use
2. What AI/DS skills are needed
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3. How I train an AI to do ML & Forecasting
4. How I make TS forecasting agents
5. How I automate the whole thing
Register here (1,670+ registered): learn.business-science.io/ai-register
4. How I make TS forecasting agents
5. How I automate the whole thing
Register here (1,670+ registered): learn.business-science.io/ai-register
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That's a wrap! Over the next 24 days, I'm sharing the 24 concepts that helped me become an AI data scientist.
If you enjoyed this thread:
1. Follow me @mdancho84 for more of these
2. RT the tweet below to share this thread with your audience
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If you enjoyed this thread:
1. Follow me @mdancho84 for more of these
2. RT the tweet below to share this thread with your audience
x.com/81555507151787…