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Machine Learning for Everyone
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Rebecca Vickery
December 03, 2020
Technology
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Machine Learning for Everyone
Rebecca Vickery
December 03, 2020
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Transcript
Machine Learning for Everyone Rebecca Vickery Data Scientist, Holiday Extras
@vickdata Image: Flaticon.com
“Data is the new oil” Used by data gurus since
circa 2006
Recommendation engine Advertising engine Delivery routing engine Warehouse packing engine
Image: Amazon.com Data
Machine learning Machine learning Machine learning Machine learning Image: Amazon.com
Data
Image: Said Aspen
Data Value Extractor Image: Flaticon.com
Data £ Data Scientists Tools & Process Image: Flaticon.com
Machine learning is a big deal. Image: Flaticon.com
Machine learning for everyone Image: https://isg.beel.org/
Machine learning is a big deal just another tool. Image:
Flaticon.com
Machine learning for everyone Case study: BigQuery ML Low code
machine learning Machine learning as a erice Image: google.com
Machine learning in SQL Low code machine learning Machine learning
as a erice
Machine learning in SQL ➔ Classification ➔ Regression ➔ Clustering
➔ Recommendation ➔ Time series ➔ Deep Neural Networks ➔ AutoML ➔ Custom Tensorflow models
Evaluation in SQL Low code machine learning Machine learning as
a erice
Prediction in SQL Low code machine learning Machine learning as
a erice
End to end machine learning in SQL Low code machine
learning Machine learning as a erice Training Serving Monitoring SQL SQL SQL
Machine learning for everyone Data analysts Software engineers Data savvy
business users
Machine learning for data scientists Prototyping Models used Agile Image:
Flaticon.com
Image: Photo by Shanon Palomino Salinas on Unsplash Proceed with
caution
Image: Photo by Shanon Palomino Salinas on Unsplash Black box
Image: Photo by Shanon Palomino Salinas on Unsplash Bias
Image: Photo by Roberto Nickson on Unsplash Data really is
the new oil.
Machine learning is just another tool. Image: Flaticon.com
But like any tool… ➔ Used when needed. ➔ In
the right hands. ➔ With safety precautions. Image: Flaticon.com
Thanks for listening Read more at medium.com/@rebecca.vickery @vickdata Image: Flaticon.com