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Microsoft - Certified Azure Data Scientist Associate | Exam DP-100
Overview
At Firebrand, we were awarded the Microsoft Solutions Partner for Data & AI (Azure) badge in recognition of our expertise in delivering quality solutions in this specialised business area.
Gain the skills you need to become a Microsoft Azure Data Scientist Associate in just 3 days. You'll learn how best to develop, evaluate, manage and deploy models that solve business problems with Azure technology.
Improve on your data modelling, feature engineering skills, and learn how to apply Azure's machine learning methods to manipulate and analyse key data for your business.
You'll learn the official curriculum fast as you're taught by Microsoft Certified Trainers. Firebrand's unique Lecture | Lab | Review methodology means you'll practice everything you learn in a distraction-free environment, and return to the office certified.
On this Microsoft Azure Data Scientist Associate course, you will learn how to:
- Quantify the business problem
- Execute Exploratory Data Analysis (EDA)
- Perform feature extraction and selection with the use of various algorithms
- Develop and evaluate models based on algorithmic approaches
You will be prepared for and sit exam DP-100 at the Firebrand Training Centre during the course. This is covered by your Certification Guarantee - pass first time or train again free.
If you're interested in developing your skills as an Azure Data Scientist Associate, then this course is ideal for you.
Four reasons why you should sit your course with Firebrand Training
- You'll be trained and certified faster. Learn more on this 3-day accelerated course. You'll get at least 12 hours a day of quality learning time in a distraction-free environment
- Your course is all-inclusive. One simple price covers all course materials, exams, accommodation and meals – so you can focus on learning
- 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
- 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
- Two options of training. Choose between residential classroom-based, or online courses
- You'll be certified fast. With us, you’ll be trained in record time
- Our course is all-inclusive. A one-off fee covers all course materials, exams**, accommodation* and meals*. No hidden extras.
- 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
- 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
- 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
- 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
Course DP-100T01-A: Designing and Implementing a Data Science Solution on Azure
- Module 1: Introduction to Azure Machine Learning
- Lab: Creating an Azure Machine Learning Workspace
- Lab: Working with Azure Machine Learning Tools
- Module 2: No-Code Machine Learning with Designer
- Lab: Creating a Training Pipeline with the Azure ML Designer
- Lab: Deploying a Service with the Azure ML Designer
- Module 3: Running Experiments and Training Models
- Lab: Running Experiments
- Lab: Training and Registering Models
- Module 4: Working with Data
- Lab: Working with Datastores
- Lab: Working with Datasets
- Module 5: Compute Contexts
- Lab: Working with Environments
- Lab: Working with Compute Targets
- Module 6: Orchestrating Operations with Pipelines
- Lab: Creating a Pipeline
- Lab: Publishing a Pipeline
- Module 7: Deploying and Consuming Models
- Lab: Creating a Real-time Inferencing Service
- Lab: Creating a Batch Inferencing Service
- Module 8: Training Optimal Models
- Lab: Tuning Hyperparameters
- Lab: Using Automated Machine Learning
- Module 9: Interpreting Models
- Lab: Reviewing Automated Machine Learning Explanations
- Lab: Interpreting Models
- Module 10: Monitoring Models
- Lab: Monitoring a Model with Application Insights
- Lab: Monitoring Data Drift
Exam Track
As part of your accelerated course, you'll sit the following exam at the Firebrand Training centre, covered by your Certification Guarantee:
- Designing and Implementing a Data Science Solution on Azure
- Exam code: DP-100
- Domains:
- Set up an Azure Machine Learning workspace (30-35%)
- Run experience and train models (25-30%)
- Optimise and manage models (25-25%)
- Deploy and consume models (20-25%)
What's Included
On this course, you'll get access to:
- Microsoft Official Curriculum (MOC)
- Microsoft Certified Trainers
- Microsoft Official Exam
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 course, you should have technical knowledge equivalent to:
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.
Reviews
Here's the Firebrand Training review section. Since 2001 we've trained exactly 134561 students and asked them all to review our Accelerated Learning. Currently, 94.91% have said Firebrand exceeded their expectations.
Read reviews from recent accelerated courses below or visit Firebrand Stories for written and video interviews from our alumni.
"I think Firebrand offers a very good and efficient concept to prepare for an exam in a very short period of time."
Anonymous (3.9.2018 (Monday) to 5.9.2018 (Wednesday))
"Good value."
Shankar Natesan. (3.9.2018 (Monday) to 5.9.2018 (Wednesday))
"Firebrand is a great bootcamp, where you can learn a lot and get very useful certifications. "
Adela Toma, Bearing Point. (19.3.2018 (Monday) to 24.3.2018 (Saturday))
"Perfect training!"
P. E.. (4.12.2017 (Monday) to 6.12.2017 (Wednesday))
"A high tempo and lots to learn from a great instructor. Thanks for helping me pass the exam in a quick tempo."
Seth Lindholm, Advitum AB (SWEDEN). (21.11.2016 (Monday) to 25.11.2016 (Friday))
Course Dates
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26.8.2024 (Monday) |
28.8.2024 (Wednesday) |
Finished - Leave feedback |
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10.2.2025 (Monday) |
12.2.2025 (Wednesday) |
Limited availability |
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24.3.2025 (Monday) |
26.3.2025 (Wednesday) |
Open |
Nationwide |
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5.5.2025 (Monday) |
7.5.2025 (Wednesday) |
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16.6.2025 (Monday) |
18.6.2025 (Wednesday) |
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