3 arrows

Get 50% Off ForgeRock Training Bundles

closeClose

Designing and Implementing a Data Science Solution on Azure

  • Tuition USD $1,886 List Price $2,095 GSA  $1,583.12
  • Reviews star_rate star_rate star_rate star_rate star_half 3223 Ratings
  • Course Code DP-100T01
  • Duration 3 days
  • Available Formats Virtual, Classroom

Data Scientist is the central role in developing machine learning models. This role is responsible for solving the business problem that initiated the project. While the Data Engineer will prepare the data to be used for the models, the Data Scientist determines what data is needed for model training, creates model features from the data, determines what machine learning model to use, trains and evaluates the model, and often has involvement in model deployment. Often the data scientist needs to evaluate multiple models to determine which performs the best.

Who Can Benefit

This course is aimed at data scientists and those with significant responsibilities in training and deploying machine learning models.

Prerequisites

Before attending this course, students must have:

  • Azure Fundamentals
  • Understanding of data science including how to prepare data, train models, and evaluate competing models to select the best one.
  • How to program in the Python programming language and use the Python libraries: pandas, scikit-learn, matplotlib, and seaborn.

Course Details

Outline


Module 1: Doing Data Science on Azure
The student will learn about the data science process and the role of the data scientist. This is then applied to understand how Azure services can support and augment the data science process.
Lessons

  • Introduce the Data Science Process
  • Overview of Azure Data Science Options
  • Introduce Azure Notebooks

Module 2: Doing Data Science with Azure Machine Learning service
The student will learn how to use Azure Machine Learning service to automate the data science process end to end.
Lessons
  • Introduce Azure Machine Learning (AML) service
  • Register and deploy ML models with AML service

Module 3: Automate Machine Learning with Azure Machine Learning service
In this module, the student will learn about the machine learning pipeline and how the Azure Machine Learning service's AutoML and HyperDrive can automate some of the laborious parts of it.
Lessons
  • Automate Machine Learning Model Selection
  • Automate Hyperparameter Tuning with HyperDrive

Module 4: Manage and Monitor Machine Learning Models with the Azure Machine Learning service
In this module, the student will learn how to automatically manage and monitor machine learning models in the Azure Machine Learning service.
Lessons
  • Manage and Monitor Machine Learning Models

How do I get a Microsoft exam voucher?

Pearson Vue Exam vouchers can be requested and ordered with your course purchase or can be ordered separately by clicking here.

  • Vouchers are non-refundable and non-returnable. Vouchers expire 12 months from the date they are issued unless otherwise specified in the terms and conditions.
  • Voucher expiration dates cannot be extended. The exam must be taken by the expiration date printed on the voucher.

Do Microsoft courses come with post lab access?

Most Microsoft official courses will include post-lab access ranging from 30 to 180 calendar days after instructor led course delivery. A lab training key in class will be provided that can be leveraged to continue connecting to a remote lab environment for the individual course attendee.

Does the course schedule include a Lunchbreak?

Lunch is normally an hour-long after 3-3.5 hours of the class day.

What languages are used to deliver training?

Microsoft courses are conducted in English unless otherwise specified.

ExitCertified is a great way to gain hands-on experience through their virtual learning environment.

Great instruction on AWS DevOps, even added more to the presentation for better understanding. The teacher was well informed and technically savvy to assist students on the fly through hiccups.

Overall a good course although a lot of content was packed into a short span of time

Warm greeting and excellent help. The eating area is always clean and well stocked

Tommy was a great instructor. We relied on this class to develop our understanding, and we were very happy with the result.

Related Certifications

Authorized training from ExitCertified is created and maintained by the vendor who also creates the certification exams. While it may not be a requirement of certification to attend a vendor-authorized training class, doing so will put you in the best position to successfully complete the related exams. Start training and begin working towards one of the following certifications today.

MICROSOFT AZURE DATA AND AI
Microsoft Azure Data Scientist

View All Certifications arrow_forward

5 options available

undo
  • May 25, 2021 May 27, 2021 (3 days)
    Location
    Virtual
    Language
    English
    Time
    09:00 17:00 EST
    Enroll
    Enroll
  • Aug 23, 2021 Aug 25, 2021 (3 days)
    Location
    iMVP
    Language
    English
    Time
    9:00AM 5:00PM EDT
    Enroll
    Enroll
  • Sep 27, 2021 Sep 29, 2021 (3 days)
    Location
    iMVP
    Language
    English
    Time
    9:00AM 5:00PM EDT
    Enroll
    Enroll
  • Oct 25, 2021 Oct 27, 2021 (3 days)
    Location
    Virtual
    Language
    English
    Time
    09:00 17:00 EST
    Enroll
    Enroll
  • Nov 29, 2021 Dec 1, 2021 (3 days)
    Location
    Virtual
    Language
    English
    Time
    09:00 17:00 EST
    Enroll
    Enroll
Contact Us 1-800-803-3948
Contact Us
FAQ Get immediate answers to our most frequently asked qestions. View FAQs arrow_forward