How to Deploy Machine Learning Models (ft. Runway)
⚙️ Runway - MLOps made easy: https://bit.ly/mrxrunway 🛣 Full Stack Data science roadmap: https://shorturl.at/abiJY 📚 Designing Machine Learning Systems (by Chip Huyen) 👉 https://amzn.to/3Cajv0Y 👔 Need help with preparing for your next data science interview? Use referral code ‘thuvu’ to get 10% discount on any of the offerings on https://datainterview.com 🌟 Master Python and Build Awesome AI Projects 👉 https://python-course-earlybird.framer.website/?&utm_source=mldeploy Receive top data science/ AI insights in your inbox 👉 https://thu-vu.ck.page/49c5ee08f6 🔑 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 👩🏻💻 COURSES & RESOURCES ================================ 📖 Google Advanced Data Analytics Certificate 👉 https://imp.i384100.net/anK9zZ 📖 Google Data Analytics Certificate 👉 https://imp.i384100.net/15v9y6 📖 Learn SQL Basics for Data Science Specialization 👉 https://imp.i384100.net/AovPnJ 📖 Excel Skills for Business 👉 https://coursera.pxf.io/doPaoy 📖 Machine Learning Specialization 👉 https://imp.i384100.net/RyjykN 📖 Data Visualization with Tableau Specialization 👉https://imp.i384100.net/n15XWR 📖 Deep Learning Specialization 👉 https://imp.i384100.net/zavBA0 📖 Mathematics for Machine Learning and Data Science Specialization 👉 https://imp.i384100.net/LXK0gj 📖 Applied Data Science with Python 👉 https://imp.i384100.net/gbxOqv 🙋🏻♀️ LET'S CONNECT! ================================ 🤓 Join my Discord server: https://discord.gg/SK7ZC5XhcS 📩 Newsletter: https://thu-vu.ck.page/profile ✍ Medium: https://medium.com/@vuthihienthu.ueb 🔗 All links: https://linktr.ee/thuvuanalytics As a member of the Amazon and Coursera Affiliate Programs, I earn a commission from qualifying purchases on the links above. By using the links you help support this channel at no cost for you. #machinelearning #datascience #ThuVu #dataanalytics
