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Matt Turck at FirstMark Capital did it again! And he went way deep. Like, really really deep.
For example, this year's write-up had around 10 thousand words, while last years came in just under 4 thousand.
Clearly, heaps of inspiring #ecosystem developments in 2021, but also mountains of capital piling into red hot teams building game-changing solutions.
My team and I especially liked the new categories:
In Infrastructure:
- Reverse ETL
- Data Observability
- Privacy & Security
Note: We see the latter, especially security solutions, exploding in the coming 3-5 years.
In Analytics:
- Data Catalogs & Discovery
- Augmented Analytics
- Metrics Stores
- Query Engines
Note: NLG, or Natural Language Generation, which sits in Augmented Analytics, is a big one to watch. An especially super exciting area.
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In Machine Learning and AI:
- Model Building
- Feature Stores
- Deployment and Production
Note: I'm personally curious to learn more about Feature Stores, but it's the Deployment and Production of ML models that I'm most excited about.
In Open Source:
- Format
- Orchestration
- Data Quality & Observability
Note: I'm a luddite when it comes to open source. Lots to learn here.
And these key trends for 2021 are in line with what we're seeing flow via the MeasureMatch marketplace:
- The data mesh
- A busy year for DataOps
- It’s time for real time
- Metrics stores
- Reverse ETL
- Data sharing
Read all about it here.
And then book a pro via the MeasureMatch marketplace 💪 to make these systems, and the data, sing!
This was originally published to LinkedIn here.
Investors regularly ask “scale” questions. They annoy me. Yes, the questions and, often, the investors.
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