Stephanie Shen Female New Jersey United States: Like

0 members like this; Share on Facebook

Share Tweet

Blog Posts (7)
Discussions
Events
Videos

Gifts Received

Stephanie Shen has not received any gifts yet

Give a Gift

Stephanie Shen's Page

Latest Activity

Stephanie Shen's blog post was featured

What is the Data Architecture we Need?

In the new era of Big Data and Data Sciences, it is vitally important for an enterprise to have a centralized data architecture aligned with business processes, which scales with business growth and evolves with technological advancements. A successful data architecture provides clarity about every aspect of the data, which enables data scientists to work with trustable data efficiently and to solve complex business problems. It also prepares an organization to quickly take advantage of new…See More

Feb 9

0 Comments 0 Likes

Prasanth liked Stephanie Shen's blog post How to Create a Successful Data Strategy

Dec 22, 2019

Anthony Fiedler liked Stephanie Shen's blog post How to Create a Successful Data Strategy

Nov 13, 2019

Tichaona Mangwende liked Stephanie Shen's blog post How to Create a Successful Data Strategy

Nov 12, 2019

Tim Matteson liked Stephanie Shen's blog post How to Create a Successful Data Strategy

Nov 7, 2019

Stephanie Shen's blog post was featured

How to Create a Successful Data Strategy

With rapid advances in AI and data science, data has become an essential asset to every enterprise. Setting up a data strategy, therefore, has become every enterprise's mission, particularly in the C Suite and at Executive levels. What is a data strategy and how do we create the right data strategy? I would like to dedicate this article to answer these 2 questions..Before discussing data strategy, we need to understand what a strategy is. Using a simplified definition, a strategy is a…See More

Nov 7, 2019

0 Comments 5 Likes

Stephanie Shen left a comment for Paddy McCarthy

"Paddy: thank you so much for your comment. I totally agree with you - knowing your data is the precursor to come up with the right design and optimization strategy. I have that as an assumption in the article, but should have called it…"

Oct 11, 2019

Paddy McCarthy commented on Stephanie Shen's blog post Design Principles for Big Data Performance

"Also know your data. We run large regressions on an incrementally evolving system. By taking note of past test runtime, we can order the running of tests in the future, to decrease overall runtime. In other projects, tests are deliberately run in…"

Oct 5, 2019

Stephanie Shen's blog post was featured

Design Principles for Big Data Performance

The evolution of the technologies in Big Data in the last 20 years has presented a history of battles with growing data volume. The challenge of big data has not been solved yet, and the effort will certainly continue, with the data volume continuing to grow in the coming years. The original relational database system (RDBMS) and the associated OLTP (Online Transaction Processing) make it so easy to work with data using SQL in all aspects, as long as the data size is small enough to manage.…See More

Oct 3, 2019

1 Comment 1 Like

Vitor Carrijo Monteiro liked Stephanie Shen's blog post 7 Steps to Ensure and Sustain Data Quality

Aug 3, 2019

Stephanie Shen posted a blog post

7 Steps to Ensure and Sustain Data Quality

Several years ago, I met a senior director from a large company. He mentioned the company he worked for was facing data quality issues that eroded customer satisfaction, and he had spent months investigating the potential causes and how to fix them. “What have you found?” I asked eagerly. “It is a tough issue. I did not find a single cause, on the contrary, many things went wrong,” he replied. He then started citing a long list of what contributed to the data quality issues - almost every…See More

Aug 1, 2019

0 Comments 1 Like

Stephanie Shen's blog post was featured

7 Steps to Ensure and Sustain Data Quality

Aug 1, 2019

0 Comments 1 Like

Stephanie Shen posted a blog post

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, 2019

0 Comments 0 Likes

Stephanie Shen's blog post was featured

Big Data Architecture in Data Processing and Data Access

Jun 23, 2019

0 Comments 0 Likes

Stephanie Shen liked Mahesh Kumar CV's blog post 13 Applied Artificial Intelligence & Internet of Things Industrial Use Cases in Retail Industry

May 12, 2019

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, 2019

Profile Information

Company:: The NPD Group Inc.

Job Title:: Senior Vice President, Data & System Integration

Seniority:: VP

Job Function:: Data Science, Machine Learning, Business Analytics, Deep Learning, BI, IoT

Industry:: Market Research

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.