Duke University
MLOps Platforms: Amazon SageMaker and Azure ML
Duke University

MLOps Platforms: Amazon SageMaker and Azure ML

This course is part of MLOps | Machine Learning Operations Specialization

Taught in English

Some content may not be translated

Noah Gift
Alfredo Deza

Instructors: Noah Gift

3,887 already enrolled

Included with Coursera Plus

Course

Gain insight into a topic and learn the fundamentals

3.8

(26 reviews)

Advanced level

Recommended experience

30 hours (approximately)
Flexible schedule
Learn at your own pace

What you'll learn

  • Apply exploratory data analysis (EDA) techniques to data science problems and datasets.

  • Build machine learning modeling solutions using both AWS and Azure technology.

  • Train and deploy machine learning solutions to a production environment using cloud technology.

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

17 quizzes

Course

Gain insight into a topic and learn the fundamentals

3.8

(26 reviews)

Advanced level

Recommended experience

30 hours (approximately)
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

Placeholder

Build your subject-matter expertise

This course is part of the MLOps | Machine Learning Operations Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

There are 5 modules in this course

This week you will learn how to build data engineering solutions on AWS and apply it by building a data engineering pipeline with AWS Step Functions and AWS Lambda.

What's included

16 videos15 readings4 quizzes2 discussion prompts1 ungraded lab

This week you will compose data engineering solutions using AWS technology and apply it by building data science notebooks.

What's included

7 videos9 readings3 quizzes4 ungraded labs

This week you will compose machine learning modeling solutions using AWS technology and apply it by building a linear regression model that runs inside a command-line tool.

What's included

12 videos11 readings4 quizzes3 ungraded labs

This week you will learn to deploy and operationalize machine learning solutions using AWS technology and apply it by fine-tuning a Hugging face model using Sagemaker Studio Lab.

What's included

14 videos12 readings3 quizzes1 ungraded lab

This week you will learn about Machine Learning certifications from the major cloud providers and how to apply them to MLOps. You will learn about services related to Machine Learning and ML Engineering tasks like AutoML and how they apply to the certifications.

What's included

15 videos7 readings3 quizzes

Instructors

Instructor ratings
4.0 (9 ratings)
Noah Gift
Duke University
35 Courses82,044 learners
Alfredo Deza
Duke University
24 Courses49,029 learners

Offered by

Duke University

Recommended if you're interested in Machine Learning

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

Showing 3 of 26

3.8

26 reviews

  • 5 stars

    50%

  • 4 stars

    15.38%

  • 3 stars

    15.38%

  • 2 stars

    3.84%

  • 1 star

    15.38%

ZZ
5

Reviewed on May 1, 2023

New to Machine Learning? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions