MLOps- Test your Skills. Explanations Included

MLOps: Test your Skills. Explanations Included, available at $54.99, has an average rating of 4.67, 6 quizzes, based on 3 reviews, and has 25 subscribers.

You will learn about MLOps principles Continuous Delivery (CD) for ML models deployment Monitoring & Logging ML models performance AWS Sagemaker fundamentals & details MLFLow & DVC operational principles This course is ideal for individuals who are Machine Learning Enthusiasts or Data Scientists or Data Analysts or Developers or AI professionals It is particularly useful for Machine Learning Enthusiasts or Data Scientists or Data Analysts or Developers or AI professionals.

Enroll now: MLOps: Test your Skills. Explanations Included

Summary

Title: MLOps: Test your Skills. Explanations Included

Price: $54.99

Average Rating: 4.67

Number of Quizzes: 6

Number of Published Quizzes: 6

Number of Curriculum Items: 6

Number of Published Curriculum Objects: 6

Number of Practice Tests: 6

Number of Published Practice Tests: 6

Original Price: 19.99

Quality Status: approved

Status: Live

What You Will Learn

MLOps principles

Continuous Delivery (CD) for ML models deployment

Monitoring & Logging ML models performance

AWS Sagemaker fundamentals & details

MLFLow & DVC operational principles

Who Should Attend

Machine Learning Enthusiasts

Data Scientists

Data Analysts

Developers

AI professionals

Target Audiences

Machine Learning Enthusiasts

Data Scientists

Data Analysts

Developers

AI professionals

106 Questions(with Explanations) to test your MLOps skills.

This Course contains 6 Modules of questions on a pre-selected set of topics.

These are:

1. MLOps Basics

2. Continuous Delivery (CD)

3. ML models Monitoring & Logging(including Azure Machine Learning)

4. Advanced Topics in MLOps (triggers, model degradation, drifts etc.)

5. MLFlow + DVC (data version control)

6. Amazon Sagemaker

The majority of questions contain a detailed explanation of the answer. So, if you are stuck with a specific question that’s no problem!

You can use the explanation provided as a starting point for diving deeper into the topic.

Here’s an example of such a case:

Q: What dvc command updates already tracked changed files before pushing?

A: dvc commit

Explanation: “after making changes to a file that is already being tracked by DVC (i.e. added previously with dvc add), you need to run “dvc commit” to update that file in the local cache before pushing the changes to remote storage with dvc push”

How good are you at:

– setting up CI-CD pipelines for ML models deployment?

– monitoring and Logging Machine Learning experiments with MLFlow?

– setting up and managing MLOps pipelines in AWS SageMaker?

– versioning datasets used to train ML with DVC?

Take the Practice tests and get an objective evaluation of your skillset!

The course is not static and Students’ feedback influences it’s development.

Course Curriculum

Instructors

Max Migutin
Data, Digital & Cloud Instructor | 10+ years of experience

Rating Distribution

1 stars: 0 votes

2 stars: 0 votes

3 stars: 0 votes

4 stars: 2 votes

5 stars: 1 votes

Frequently Asked Questions

How long do I have access to the course materials?

You can view and review the lecture materials indefinitely, like an on-demand channel.

Can I take my courses with me wherever I go?

Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!