Solvita

[Christoph Molnar 🦋 christophmolnar.bsky.social @ChristophMolnar]

Novice data scientist: Data is data.

Expert data scientist: Each data column has a difficult past. A past full of life-altering events (distribution shift), loss (missing data), misunderstandings (wrong encodings), and regrets (no documentation of how data was collected).

[Solvita @berzisa]

“Automated Machine Learning — An Overview” by Think Gradient https://t.co/fRRPBamApL

[Solvita @berzisa]

Comparison of pipeline/workflow packages: Airflow, Luigi, Gokart, Metaflow, Kedro, PipelineX by Yusuke Minami https://t.co/TqwtVklFtk

[Solvita @berzisa]

ML Ops: Machine Learning as an Engineering Discipline by @cbreuel in @TDataScience https://t.co/apxpOW3K32

[Solvita @berzisa]

Data science infrastructure and MLOps by @jeremiecharris in @TDataScience https://t.co/DVywtAPgaP

[Solvita @berzisa]

Spark+AI summit 2020 videos are available for listening.
https://t.co/PFyY6PxCEt #DataScience #DataEngineering

[Solvita @berzisa]

Customer Insights Using SAS Analytics Solutions https://t.co/whnAo9BScT #RigaAdvancedAnalyticsAIMeetup

[Solvita @berzisa]

The 5 Components Towards Building Production-Ready Machine Learning System by @le_james94 https://t.co/AaBIqxV4Uq

[Solvita @berzisa]

“How to build a scalable big data analytics pipeline” by Nam Nguyen https://t.co/JX446J8Xr3

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“Why StreamSQL moved from Apache Kafka to Apache Pulsar” by Simba Khadder https://t.co/cJSknHELJb

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“5 skills Data Scientists should learn” by Roman Orac https://t.co/tfI3fYXxgP

[Solvita @berzisa]

Periodic Table of DevOps Tools https://t.co/zDPZXNrnlX

[Solvita @berzisa]

“What Data Scientists Wish Managers Knew” by James Kotecki https://t.co/zC6mw8Vudr

[Solvita @berzisa]

“Anti-Patterns in Machine Learning” by Andrew Lamb https://t.co/5h2a78d53k

[Solvita @berzisa]

“Six Hats of Data Visualization” by Saurabh Singhal https://t.co/MxTh0b6zI0

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“Charting new territory” by Helen Atkinson https://t.co/yTDASc9IKb

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“Top 20 Podcasts for Data Science” by Benedict Neo https://t.co/ZmUYCwgv9N

[Solvita @berzisa]

“Sources of Error in Machine Learning” by Benjamin Obi Tayo Ph.D. https://t.co/1IrDiwolWV

[Solvita @berzisa]

“Best TED Talks for Data Science” by Benedict Neo https://t.co/8ioxcQDEy5

[Solvita @berzisa]

How to Run Scrum in Data Science Teams by Haydar Özler in @TDataScience https://t.co/ZQJCuLSgKc