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Zero to One: Data Science to MLOps

LeeAndro

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Zero to One: Data Science to MLOps
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 1h 12m | Size: 740 MB

Zero to One: Data Science to MLOps in One Hour.


Learn to frame a problem, then convert it into a data science project and present it to stakeholders. Later, move that prediction system to producting using MLOps

Topics include:

* Big Tech Misinformation and what can be done about it using Data Science.

* Doing MLOps with sklearn and Flask by creating Microservices

* Using sklearn, pandas, plotly, matplotlib, KMeans clustering, ELI5, shap and other libraries

* Putting code into production using the Python MLOps Cookbook found here:https://github.com/noahgift/data-story-telling



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