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40557: Microsoft Cloud Workshop: Cosmos DB Real Time Advanced Analytics
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40557: Microsoft Cloud Workshop: Cosmos DB Real Time Advanced Analytics
WHAT YOU WILL LEARN
In this workshop, you will learn to design a data pipeline solution that leverages Cosmos DB for both the scalable ingest of streaming data, and the globally distributed serving of both pre-scored data and machine learning models. The solution leverages the Cosmos DB change data feed in concert with the Azure Databricks Delta to enable a modern data warehouse solution that can be used to create risk reduction solutions for scoring transactions for fraud in an offline, batch approach and in a near real-time, request/response approach.
AUDIENCE
This workshop is intended for Cloud Architects and IT professionals who have architectural expertise of infrastructure and solutions design in cloud technologies and want to learn more about Azure and Azure services as described in the "Summary" and "Skills gained" areas. Those attending this workshop should also be experienced in other non-Microsoft cloud technologies, meet the course prerequisites, and want to cross-train on Azure.
METHODOLOGY
This program will be conducted with interactive lectures, PowerPoint presentation, discussion, and practical exercise.
COURSE OBJECTIVES
Implement solutions that leverage the strengths of Cosmos DB in support of advanced analytics solutions that require high throughput ingest, low latency serving and global scale in combination with scalable machine learning, big data and real-time processing capabilities.
Modules
Lessons
• Review the customer case study
• Design a proof of concept solution
• Present the solution
Lessons
• Collecting streaming transaction data
• Understanding and preparing the transaction data at scale
• Creating and evaluating fraud models
• Scaling globally
• Reporting
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.
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