_12142019124711AM.png)
DP-100T01: Designing and Implementing a Data Science Solution on Azure
Location
-
Format
What’s this? Ways to train
Classroom
Live, instructor-led training in a standard, professional classroom environmentVirtual
Live, instructor-led training conducted over the internet, with hands-on labsOnline
An online, HTML5, self-paced learning experience available for all coursesOn-site
Private training for your entire team, delivered at your location, a training center, or onlineVideo classroom
Learn more about our training formats
High-definition video of our most popular courses, streamed to your laptop or personal device
-
3 Days
-
HRDF SBL Claimable
-
Certificate of Attendance available
-
3 Days
-
All of our private classes are customized to your organization's needs.
-
Click on the button below to send us your details and you will be contacted shortly.
Already purchased this offering? Log in
Request more information
Inquiry for: Myself My Company
By providing your contact details, you agree to our Privacy Policy
Thank You
Our learning consultant will get back to you in 1 business day
DP-100T01: Designing and Implementing a Data Science Solution on Azure
WHAT YOU WILL LEARN
Gain the necessary knowledge about how to use Azure services to develop, train, and deploy, machine learning solutions. The course starts with an overview of Azure services that support data science. From there, it focuses on using Azure's premier data science service, Azure Machine Learning service, to automate the data science pipeline. This course is focused on Azure and does not teach the student how to do data science. It is assumed students already know that.
AUDIENCE
This course is designed for data scientists with existing knowledge of Python and machine learning frameworks like Scikit-Learn, PyTorch, and Tensorflow, who want to build and operate machine learning solutions in the cloud.
This course prepares the student for the Microsoft Certified Azure Data Scientist Associate certification. To achieve the certification, students are required to pass the DP-100 Designing and Implementing a Data Science Solution on Azure examination. Candidates for this exam are Azure Data Scientists that applies their knowledge of data science and machine learning to implement and run machine learning workloads on Azure; in particular, using Azure Machine Learning Service. This entails planning and creating a suitable working environment for data science workloads on Azure, running data experiments and training predictive models, managing and optimizing models, and deploying machine learning models into production.
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.
METHODOLOGY
This program will be conducted with interactive lectures, PowerPoint presentation, discussions and practical exercise. This course can be conducted as instructor-led (ILT) or virtual instructor-led training (VILT).
Modules
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.
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
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
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
Gerald Hoong Seng Kah
Gerald
has 19 years of information technology experience and on community service and
event experiences, he excels impressively. He was invited as a speaker for 3
break-out sessions for Microsoft TechED SEA 2008 on SQL Server 2008 at Kuala
Lumpur Convention Center.
He even
participated at the “Ask-The-Expert" booth for Microsoft Visual Studio 2008 and Microsoft SQL Server 2008 at
the Heroes Launch 2008 and conducted a Microsoft Visual Studio Team System
2008, formerly code-named “Orcas" Metro workshop for Microsoft Certified
Partners and independent software vendors (ISVs).
He was
invited as a speaker on various occasions such as during the 2 break-out
sessions and 3 instructor-led sessions at Microsoft TechED SEA 2007 on SQL
Server 2008 and Office SharePoint Server 2007 respectively at Kuala Lumpur
Convention Center. He was also a speaker for an instructor-led session at
Microsoft TechEd SEA 2006 on development of web parts using Windows SharePoint
Services Version 3.0 at Kuala Lumpur Convention Center.
He
conducted a few Microsoft Office 2007 Touchdown workshops for Microsoft
Certified Partners and independent software vendors and Microsoft Windows Vista
Beta 1 Touchdown workshop and Microsoft Windows Vista Beta 1 Touchdown workshop
for Microsoft Certified Partners and ISVs. He also conducted a Microsoft
Windows Server code-named “Longhorn" Touchdown workshop and Microsoft Visual
Studio Team System workshop for Microsoft Certfied Partners and ISVs.
He was
invited as a guest speaker on Microsoft Office 2007 development for the MIND
community, which is an active IT community under the helm of Microsoft. He is a
committee member of SQL Practitioners Alliance Network (SPAN).
He was the co- speaker and tag team presenter at
the recently concluded World SharePoint Conference 2014 at Las Vegas, USA. He was the only Malaysian presenter among
the other presenters from Asia.
In March 2014, he participated as co-speaker and tag team presenter at the World SharePoint Conference 2014 at Venetian Hotel and Resorts, Las Vegas, USA.
Recently, he conducted a specialized Microsoft SharePoint training and consultancy for a team of 17 people from Carlsberg Group at Carlsberg & Jacobsen Brewhouse in Copenhagen, Denmark.
Read More
James Hong Chii Guan
James has trained more than thousands of people in conducting in-house / public training and private tutoring. With his previous vast experiences, he is allowed to provide training for Microsoft Office 2002, 2003, and Microsoft Office 2007, Programming with Microsoft Visual Basic.net, Querying Microsoft SQL Server 2000 with Transact-SQL, Developing Microsoft .Net Applications for Windows (VB.Net), Developing Microsoft ASP. Net Web Applications Using Visual Studio.Net.
Course Reviews
0
0 Ratings
_12142019124711AM.png&p[title]=DP-100T01: Designing and Implementing a Data Science Solution on Azure&p[summary]=){kind=link}