Zero to One Data Science to MLOps
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 Scienc...
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| Format: | eBook |
| Language: | English |
| Published: |
[Erscheinungsort nicht ermittelbar], Boston, MA
Pragmatic AI Solutions, Safari
2021
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| Edition: | 1st edition |
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| Online Access: | |
| Collection: | O'Reilly - Collection details see MPG.ReNa |
| Summary: | 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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| Item Description: | Online resource; Title from title screen (viewed March 20, 2021) |
| Physical Description: | 1 video file, circa 1 hr., 13 min. |