Statistics.comX: MLOps2 (GCP): Data Pipeline Automation & Optimization using Google Cloud Platform
Most data science projects fail. There are various reasons why, but one of the primary reasons is the challenge of deployment. One piece to the deployment puzzle is understanding how to automate your pipeline’s functions and continuously optimize its performance, which is why we developed this course, MLOps2 (GCP): Data Pipeline Automation & Optimization using Google Cloud Platform.
4 weeks
5–6 hours per week
Self-paced
Progress at your own speed
Free
Optional upgrade available
There is one session available:
After a course session ends, it will be archivedOpens in a new tab.
Starts Apr 18
Ends Dec 31
MLOps2 (GCP): Data Pipeline Automation & Optimization using Google Cloud Platform
At a glance
- Institution: Statistics.comX
- Subject: Computer Science
- Level: Intermediate
- Prerequisites:
Participants should have taken the first two courses (below) and be comfortable working with Python in a cloud-based environment. Learners will gain maximum benefit if they have some familiarity with software development, including git, logging, testing, debugging, code optimization and security:
- Language: English
- Video Transcript: English
- Associated programs:
- Professional Certificate in Machine Learning Operations with Google Cloud Platform (MLOps with GCP)
- Associated skills:Google Cloud, Addressing Ethical Concerns, Machine Learning, Google Cloud Platform (GCP), Forecasting, Mathematical Optimization, Data Pipeline, Data Science, Automation
Who can take this course?
Unfortunately, learners residing in one or more of the following countries or regions will not be able to register for this course: Iran, Cuba and the Crimea region of Ukraine. While edX has sought licenses from the U.S. Office of Foreign Assets Control (OFAC) to offer our courses to learners in these countries and regions, the licenses we have received are not broad enough to allow us to offer this course in all locations. edX truly regrets that U.S. sanctions prevent us from offering all of our courses to everyone, no matter where they live.This course is part of Machine Learning Operations with Google Cloud Platform (MLOps with GCP) Professional Certificate Program
Learn moreExpert instruction
3 skill-building courses
Self-paced
Progress at your own speed
3 months
5 - 7 hours per week
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