How to Deploy Machine Learning Models (ft. Runway)
About this lesson
โ๏ธ Runway - MLOps made easy: https://bit.ly/mrxrunway ๐ฃ Full Stack Data science roadmap: https://shorturl.at/abiJY ๐ Designing Machine Learning Systems (by Chip Huyen) ๐ https://amzn.to/3Cajv0Y ๐ Need help with preparing for your next data science interview? Use referral code โthuvuโ to get 10% discount on any of the offerings on https://datainterview.com ๐ Master Python and Build Awesome AI Projects ๐ https://python-course-earlybird.framer.website/?&utm_source=mldeploy Receive top data science/ AI insights in your inbox ๐ https://thu-vu.ck.page/49c5ee08f6 ๐ TIMESTAMPS ================================ 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 ๐ฉ๐ปโ๐ป COURSES & RESOURCES ================================ ๐ Google Advanced Data Analytics Certificate ๐ https://imp.i384100.net/anK9zZ ๐ Google Data Analytics Certificate ๐ https://imp.i384100.net/15v9y6 ๐ Learn SQL Basics for Data Science Specialization ๐ https://imp.i384100.net/AovPnJ ๐ Excel Skills for Business ๐ https://coursera.pxf.io/doPaoy ๐ Machine Learning Specialization ๐ https://imp.i384100.net/RyjykN ๐ Data Visualization with Tableau Specialization ๐https://imp.i384100.net/n15XWR ๐ Deep Learning Specialization ๐ https://imp.i384100.net/zavBA0 ๐ Mathematics for Machine Learning and Data Science Specialization ๐ https://imp.i384100.net/LXK0gj ๐ Applied Data Science with Python ๐ https://imp.i384100.net/gbxOqv ๐๐ปโโ๏ธ LET'S CONNECT! ================================ ๐ค Join my Discord server: https://discord.gg/SK7ZC5XhcS ๐ฉ Newsletter: https://thu-vu.ck.page/profile โ Medium: https://medium.com/@vuthihienthu.ueb ๐ All links: https://linktr.ee/thuvuanalytics
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