% -->

Google Cloud Professional Machine Learning Engineer

This course provides in-depth training on machine learning engineering concepts, tools, and techniques using Google Cloud Platform. You will gain hands-on experience building end-to-end ML solutions in the cloud.

Learn More

Trusted by 1M+ Learners

Our university-grade curriculum has helped professionals worldwide transform their careers in AI, Data Science, Cloud Computing, and programming..

Same curriculum taught at Duke, Northwestern, and UC Davis

Practical, hands-on projects that mirror real-world challenges

Industry-recognized certification upon completion

6 weeks, 164 lessons total which includes hands-on labs, quizzes, and a certification.

Learn from top university instructors

The curated content for the bootcamp is based on the same material we use at top universities like Duke University, Northwestern, and UC Davis.

Practical and hands on

The material and content goes beyond the basic theory and is meant for you to practice, enhancing your learning.

Get access to high-quality, curated content

All exercises, readings, examples, and video content is of extremely high quality and you will get access to all of it in this bootcamp.

Join half a million learners

We've specialized in teaching based on our vast experience in tech. Be part of half a million learners who have used our courses!

Syllabus

This course is packed with useful content, curated from our experience working with top-tier universities and learners all around the world. Get certified at the end of this course with a shareable digital badge.

Week 1

  • Ai enabled Workflows
  • Ai builds AI
  • Simulations experiment tracking
  • Supervised Unsupervised
  • Optimization
  • Mlops hierarchy needs
  • Data Poisoning
  • Business success criteria

Week 2

  • Cloud Workspace advantage
  • Continuous delivery
  • Sre Mindset Mlops
  • Continuous integration
  • Heavy light Mlops
  • Feature store warehouse
  • Conclusion
  • Key terms

Week 3

  • Onboard GCP
  • Colab intro
  • Windows Virtualenv
  • Labeling data
  • Mechanical TURK
  • Data Scaling
  • Feature engineering
  • Public Datasets

Week 4

  • Tensorflow Playground
  • Overfitting Underfitting
  • Tensorflow Docker GPU
  • Transfer learning
  • Operationalize Microservice
  • Ci RUST Github
  • Copilot RUST
  • Gcp workstation python

Week 5

  • Bigquery prompt engineering
  • Vertexai intro
  • Understanding TPUS
  • Pytorch TPU Mnist
  • Tensorflow serving GPU
  • Rust Pytorch Walkthrough
  • Conclusion
  • Key terms

Week 6

  • Data Drift Taleb
  • Load testing Locust
  • Log Dashboard
  • Bigquery log query
  • Load testing
  • Using google courses
  • Stable Diffusion demo
  • High performance Pytorch

Custom training for your company

We are ready to deliver this and other training to your group. We can usually accommodate different requirements and are flexible with the number of seats. Reach out to us at contact@paiml.com

  • Bulk pricing available
  • Customizable content
  • Ready to start on your schedule