Hands-On Machine Learning Engineering & Operations

Course Provided by:Sean Ariel
Course Taken on: Udemy
starstarstarstarstar_half 4.9180136

Description

Transform your PoCs & small projects into scalable AI Systems

You love to kickstart projects, but you always get stuck in the same development stage: a functional notebook - with a promising solution - that no one can access yet. The code is messy; refactoring & deploying the model seems daunting.

So you rummage online and crunch through Medium tutorials to learn about Machine Learning Engineering - but you haven't been able to glue all of the information together.

When it comes to making decisions between technologies and development paths, you get lost. You can't get other developers excited about your project.

Time to learn about MLE & MLOPS.

This training will aim to solve this by taking you through the design and engineering of an end-to-end Machine Learning project on top of the latest Cloud Platform technologies. It will cover a wide variety of concepts, structured in a way that allows you to understand the field step by step.

You'll get access to Lectures, Live Coding & Guided Labs to solve a practical use case that will serve as an example you can use for any of your future projects. By the end of the course, you should be more confident in your abilities to write efficient code at scale, deploy your models outside of your local environment, an design solutions iteratively.

Requrirements

Foundational knowledge in Data Science: data manipulation with Pandas & Numpy, modeling with Scikit-Learn,Foundational knowledge of Python: data structures, control flows, basic OOP,Nice to have: understanding of command line, Google Cloud Platform, version control

Course Includes

  • 8 hours on-demand video
  • Assignments
  • Access on mobile and TV
  • Full lifetime access
  • Certificate of completion

Course Reviews

  1. Excellent course - fresh and practical perspective on deploying ML models in production.
  2. This is an excellent course and you can really tell that the instructor put his all into this course. I was already familiar with the content but wanted to get a different perspective to validate what I’m doing and this is exactly what I got plus some golden nuggets that you only get from experience. I highly recommend this course to anyone interested in see how a real world professional production ready setup looks like. Purchasing this course is one of the best investments I’ve made this year!