Microsoft - Applied Skills: Train and deploy a machine learning model with Azure Machine Learning | DP-3007

Duration

Duration:

Only 1 Day

Method

Method:

Classroom / Online / Hybrid

Next date

Next date:

10.2.2025 (Monday)

Overview

On this Microsoft Applied Skills - Train and deploy a machine learning model with Azure Machine Learning course, also known as DP-3007, you’ll demonstrate your ability to train and deploy machine learning models with Azure Machine Learning.

In just 1 day, you'll explore how to set up your Azure Machine Learning workspace, after which you train and deploy a machine learning model. To train a machine learning model with Azure Machine Learning, you need to make data available and configure the necessary compute. After training your model and tracking model metrics with MLflow, you can decide to deploy your model to an online endpoint for real-time predictions.

You will:

  • Set up a development environment in Azure Machine Learning
  • Prepare data for model training
  • Create and configure a model training script as a command job
  • Manage artifacts by using MLflow
  • Deploy a model for real-time consumption

At the end of this course, you’ll have the option to complete the Microsoft Applied Skills assessment lab, and earn your Microsoft Applied Skills - Train and deploy a machine learning model with Azure Machine Learning credential.

Audience

This course is ideal for:

  • AI Engineers

Four reasons why you should sit your course with Firebrand Training

  1. You'll be trained and certified faster. Learn more on this 1-day accelerated course. You'll get at least 12 hours a day of quality learning time in a distraction-free environment
  2. Your course is all-inclusive. One simple price covers all course materials, exams, accommodation and meals – so you can focus on learning
  3. Pass first time or train again for free. Your expert instructor will deliver our unique accelerated learning methods, allowing you to learn faster and be in the best possible position to pass first time. In the unlikely event that you don't, it's covered by your Certification Guarantee
  4. Study with an award-winning training provider. We've won the Learning and Performance Institute's "Training Company of the Year" three times. Firebrand is your fastest way to learn, with 134561 students saving more than one million hours since 2001

Benefits

Seven reasons why you should sit your course with Firebrand Training

  1. Two options of training. Choose between residential classroom-based, or online courses
  2. You'll be certified fast. With us, you’ll be trained in record time
  3. Our course is all-inclusive. A one-off fee covers all course materials, exams**, accommodation* and meals*. No hidden extras.
  4. Pass the first time or train again for free. This is our guarantee. We’re confident you’ll pass your course the first time. But if not, come back within a year and only pay for accommodation, exams and incidental costs
  5. You’ll learn more. A day with a traditional training provider generally runs from 9 am – 5 pm, with a nice long break for lunch. With Firebrand Training you’ll get at least 12 hours/day of quality learning time, with your instructor
  6. You’ll learn faster. Chances are, you’ll have a different learning style to those around you. We combine visual, auditory and tactile styles to deliver the material in a way that ensures you will learn faster and more easily
  7. You’ll be studying with the best. We’ve been named in the Training Industry’s “Top 20 IT Training Companies of the Year” every year since 2010. As well as winning many more awards, we’ve trained and certified over 135,000 professionals
  • * For residential training only. Doesn't apply for online courses
  • ** Some exceptions apply. Please refer to the Exam Track or speak with our experts

Curriculum

The DP-3007 course will teach you to:

  • Make data available in Azure Machine Learning
  • Work with compute targets in Azure Machine Learning
  • Work with environments in Azure Machine Learning
  • Run a training script as a command job in Azure Machine Learning
  • Track model training with MLflow in jobs
  • Register an MLflow model in Azure Machine Learning
  • Deploy a model to a managed online endpoint

Exam Track

At the end of this course, you’ll have the option to complete the Microsoft Applied Skills assessment lab, and earn your Microsoft Applied Skills - Deploy and configure Azure Monitor credential.

What's Included

Your accelerated course includes:

  • Accommodation *
  • Meals, unlimited snacks, beverages, tea and coffee *
  • On-site exams **
  • Exam vouchers **
  • Practice tests **
  • Certification Guarantee ***
  • Courseware
  • Up-to 12 hours of instructor-led training each day
  • 24-hour lab access
  • Digital courseware **
  • * For residential training only. Accommodation is included from the night before the course starts. This doesn't apply for online courses.
  • ** Some exceptions apply. Please refer to the Exam Track or speak with our experts
  • *** Pass first time or train again free as many times as it takes, unlimited for 1 year. Just pay for accommodation, exams, and incidental costs.

Prerequisites

Before attending this accelerated course, you should:

  • Be familiar with Azure services.
  • Have experience with Azure Machine Learning and MLflow.
  • Have experience performing tasks related to machine learning by using Python.

Unsure whether you meet the prerequisites? Don’t worry. Your training consultant will discuss your background with you to understand if this course is right for you.

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