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Stephanie Shen
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  • New Jersey
  • United States
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Stephanie Shen's blog post was featured

Big Data Architecture in Data Processing and Data Access

I started my career as an Oracle database developer and administrator back in 1998. Over the past 20+ years, it has been amazing to see how IT has been evolving to handle the ever growing amount of data, via technologies including relational OLTP (Online Transactional Processing) database, data warehouse, ETL (Extraction, Transformation and Loading) and OLAP (Online Analytical Processing) reporting, big data and now AI, Cloud and IoT.  All these technologies were enabled by the rapid growth in…See More
Jun 23
Stephanie Shen liked Mahesh Kumar CV's blog post 13 Applied Artificial Intelligence & Internet of Things Industrial Use Cases in Retail Industry
May 12
Stephanie Shen commented on Bill Schmarzo's blog post In Big Data, It’s Not the Volume that’s Important, It’s the Granularity
"Great article - Very insightful!"
May 12
Stephanie Shen liked Bill Schmarzo's blog post In Big Data, It’s Not the Volume that’s Important, It’s the Granularity
May 12
Stephanie Shen's blog post was featured

Master Data Management (MDM): an Essential Part of Data Strategy

First of all, what is Master Data Management (MDM)?  Master data refers to the critical data that are essential to an enterprise’s business and often used in multiple disciplines and departments. MDM is the establishment and maintenance of an enterprise level data service that provides accurate, consistent and complete master data across the enterprise and to all business partners.The concept of Master Data Management originated around 2008 when data warehousing and ERP applications became…See More
May 5
Stephanie Shen updated their profile
May 5
Stephanie Shen posted a blog post

5 Key Best Practices for Successfully Adopting and Implementing Machine Learning in an Organization

Machine Learning (ML) has been among the top strategies for almost every organization - whoever adopts the new methodology early and quickly establishes the corporate capability will gain competitive advantages in the market. However, because ML is still a relatively new field and data science is a skillset that is scarce for many companies, how to make the journey move at optimal speed without disaster or time wasted becomes an important question to every executive and senior manager. By…See More
Mar 28
Stephanie Shen's blog post was featured

5 Key Best Practices for Successfully Adopting and Implementing Machine Learning in an Organization

Machine Learning (ML) has been among the top strategies for almost every organization - whoever adopts the new methodology early and quickly establishes the corporate capability will gain competitive advantages in the market. However, because ML is still a relatively new field and data science is a skillset that is scarce for many companies, how to make the journey move at optimal speed without disaster or time wasted becomes an important question to every executive and senior manager. By…See More
Mar 28
Stephanie Shen liked Vincent Granville's blog post Bill Schmarzo's Retrospective: Data Science, ML, Big Data Analytics, and more
Jan 27

Profile Information

Short Bio
Executive of over 20 years of experience in big data processing, data management and data strategy, with turn-around executions and strong team building expertise.
My Web Site Or LinkedIn Profile
http://https://www.linkedin.com/in/stephanie-shen-1465601/
Field of Expertise
Data Science, Machine Learning, Business Analytics, Deep Learning, BI, IoT
Professional Status
VP
Years of Experience:
20
Your Company:
The NPD Group Inc.
Industry:
Market Research
Your Job Title:
Senior Vice President, Data & System Integration
How did you find out about DataScienceCentral?
News letter
Interests:
Contributing, Networking, Finding a new position, New venture

Stephanie Shen's Blog

Big Data Architecture in Data Processing and Data Access

Posted on June 23, 2019 at 7:30am 0 Comments

I started my career as an Oracle database developer and administrator back in 1998. Over the past 20+ years, it has been amazing to see how IT has been evolving to handle the ever growing amount of data, via technologies including relational OLTP (Online Transactional Processing) database, data warehouse, ETL (Extraction, Transformation and Loading) and OLAP (Online Analytical Processing) reporting, big data and now AI, Cloud and IoT.  All these technologies were enabled by the rapid…
Continue

Master Data Management (MDM): an Essential Part of Data Strategy

Posted on May 5, 2019 at 8:35am 0 Comments

First of all, what is Master Data Management (MDM)?  Master data refers to the critical data that are essential to an enterprise’s business and often used in multiple disciplines and departments. MDM is the establishment and maintenance of an enterprise level data service that provides accurate, consistent and complete master data across the enterprise and to all business partners.The concept of Master Data Management originated around 2008 when data warehousing and ERP…
Continue

5 Key Best Practices for Successfully Adopting and Implementing Machine Learning in an Organization

Posted on March 24, 2019 at 2:30pm 0 Comments

Machine Learning (ML) has been among the top strategies for almost every organization - whoever adopts the new methodology early and quickly establishes the corporate capability will gain competitive advantages in the market. 

However, because ML is still a relatively new field and data science is a skillset that is scarce for many companies, how to make the journey move at optimal speed without disaster or time wasted…

Continue

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