THE FUTURE IS HERE

How to Deploy Machine Learning Models (ft Runway)

โš™๏ธ Runway – MLOps made easy: https://bit.ly/mrxrunway
๐Ÿ›ฃ Full Stack Data science roadmap: https://shorturl.at/abiJY
๐Ÿ“š Designing Machine Learning Systems ๐Ÿ‘‰ https://amzn.to/3Cajv0Y

๐Ÿ”‘ TIMESTAMPS
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0:00 – Intro
0:51 – Model deployment explained
2:44 – What we are going to build
3:40 – Creating project, setting up dev. environment
4:33 – Link extension, data prep & model training
8:21 – Saving model to Runway
9:04 – Creating model API
10:21 – Making prediction requests using model API
10:56 – Redeploying model
12:07 – Deleting model and pipeline
12:32 – Conclusions

๐Ÿ‘ฉ๐Ÿปโ€๐Ÿ’ป COURSES & RESOURCES
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๐Ÿ“– Learn SQL Basics for Data Science Specialization ๐Ÿ‘‰ https://imp.i384100.net/AovPnJ
๐Ÿ“– Excel Skills for Business ๐Ÿ‘‰ https://coursera.pxf.io/doPaoy
๐Ÿ“– Machine Learning Specialization ๐Ÿ‘‰ https://imp.i384100.net/RyjykN
๐Ÿ“– Data Visualization with Tableau Specialization ๐Ÿ‘‰https://imp.i384100.net/n15XWR
๐Ÿ“– Deep Learning Specialization ๐Ÿ‘‰ https://imp.i384100.net/zavBA0
๐Ÿ“– Mathematics for Machine Learning and Data Science Specialization ๐Ÿ‘‰ https://imp.i384100.net/LXK0gj
๐Ÿ“– Google Data Analytics Certificate ๐Ÿ‘‰ https://imp.i384100.net/15v9y6
๐Ÿ“– Applied Data Science with Python ๐Ÿ‘‰ https://imp.i384100.net/gbxOqv

๐Ÿ™‹๐Ÿปโ€โ™€๏ธ LET’S CONNECT!
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๐Ÿค“ Join my Discord server: https://discord.gg/SK7ZC5XhcS
๐Ÿ“ฉ Newsletter: https://substack.com/profile/87689887-thu-vu
โœ Medium: https://medium.com/@vuthihienthu.ueb
๐Ÿ”— All links: https://linktr.ee/thuvuanalytics

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