Machine Learning Engineer: Deploying a Machine Learning Model

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===== Likes: 18 👍: Dislikes: 0 👎: 100.0% : Updated on 01-21-2023 11:57:17 EST =====
Create a deployable machine learning pipeline with all the basic step! Curious what those steps are? You’ve come to the write place. I've went ahead and documented the most important steps when deploying a machine learning model for user experience!

This is a comprehensive guide on what and why you should develop microservices and pipelines! Everything is slowly being automated, and you should definitely be familiar with these methods in the data science world!

Docker, PostgreSQL, Flask, Python, and HTML are used in my microservices. Of course, you DO NOT need to be an expert in any of these languages. Best way to learn is by doing!!!

Any questions? Let me know down in the comments below!

0:00 - Components of a Machine Learning Pipeline Deployment
3:33 - Standing up Database Microservice
7:51 - Inserting Data in Database Microservice
12:02 - Deployment Machine Learning Model Microservice
  1. Spencer Pao
  2. Model Deployment
  3. Python
  4. Docker
  5. Flask
  6. HTML
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