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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.
Benefits
Other accelerated training providers rely heavily on lecture and independent self-testing and study.
Effective technical instruction must be highly varied and interactive to keep attention levels high, promote camaraderie and teamwork between the students and instructor, and solidify knowledge through hands-on learning.
Firebrand Training provides instruction to meet every learning need:
- Intensive group instruction
- One-on-one instruction attention
- Hands-on labs
- Lab partner and group exercises
- Question and answer drills
- Independent study
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, 96.46% 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.
"Second course with Firebrand and more booked. Great tutors!"
Kenny Walker, BTEK Consultancy Ltd. (21/8/2023 (Monday) to 24/8/2023 (Thursday))
"The trainer was very thorough and knowledgeable"
FO, LEWISHAM AND GREENWICH NHS TRUST. (21/8/2023 (Monday) to 24/8/2023 (Thursday))
"A 9 day sprint through all things Azure with a focus on getting through the MSCE exams for architecting and developing cloud solutions. The long days paid off. Comfortable accommodation with knowledgeable and attentive staff."
Graham Morgan, Spatial Consultants Ltd. (10/7/2017 (Monday) to 18/7/2017 (Tuesday))
"We had Phil Anderson, a very nice and intelligent man.
He had to put through a lot of information. I did not take the exam at the end of the week, because I am a person who needs more time to process information. The course was structured and well done by Phil. I would recommend him as a trainer. Teacher gets a 9. The facilities of the training were good. Everything was prepared before the training, so it had an easy start.
"
Danny van Oijen, Havenziekenhuis. (13/3/2017 (Monday) to 18/3/2017 (Saturday))
"Intense study with a great instructor and awesome co-students."
Martin Petersen, Silvaco A/S. (25/1/2016 (Monday) to 30/1/2016 (Saturday))
Course Dates
Start |
Finish |
Status |
Book now |
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4/10/2023 (Wednesday) |
6/10/2023 (Friday) |
Wait list |
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