THE FUTURE IS HERE

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 👉 https://amzn.to/3Cajv0Y

🔑 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

👩🏻‍💻 COURSES & RESOURCES
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📖 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
📖 Google Data Analytics Certificate 👉 https://imp.i384100.net/15v9y6
📖 Applied Data Science with Python 👉 https://imp.i384100.net/gbxOqv

🙋🏻‍♀️ LET’S CONNECT!
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🤓 Join my Discord server: https://discord.gg/SK7ZC5XhcS
📩 Newsletter: https://substack.com/profile/87689887-thu-vu
✍ Medium: https://medium.com/@vuthihienthu.ueb
🔗 All links: https://linktr.ee/thuvuanalytics

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#machinelearning #datascience #ThuVu #dataanalytics