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Designing and Implementing a Data Science Solution on Azure

  • Tuition USD $1,886 Save $210 GSA  $1,583.12
  • Reviews star_rate star_rate star_rate star_rate star_half 1958 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.

This is my first training with ExitCertified and I truly enjoyed this learning experience. I have taken other classes where the instructor solicited students for so much input it was unclear who was teaching the class. Other experiences were filled with so much personal chatter the instructor had to rush thru the course material. This instructor was very professional and actually delivered the materially.

the lab work is relevant to our enterprise projects. Instructor's content delivery(speech) is great, nice pauses to allow students to assimilate the data.

Communications were good and team was available to answer questions at any time.

Attended in the New York timezone from Switzerland, with an instructor based out of Sydney Australia - worked really well!

Provided excellent instructor with a simple and effective online class room.

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

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2 options available

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  • GTR Jan 25, 2021 Jan 27, 2021 (3 days)
    Location
    Virtual
    Language
    English
    Time
    09:00 17:00 EST
    Enroll
    Enroll
  • May 25, 2021 May 27, 2021 (3 days)
    Location
    iMVP
    Language
    English
    Time
    9:00AM 5:00PM EDT
    Enroll
    Enroll
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