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Current Projects & Collaborations
I am currently developing new content, educational material and continuing my research in pure mathematics, technology and science.
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New Courses
Using Public Health Dashboards

Using Public Health Dashboards

Certain events bring big data into the public eye. The COVID-19 pandemic has generated an extensive amount of data from public institutions that are publishing their own dashboards, including governments, hospitals, and schools. However, when using these resources, it's important to be able to evaluate the accuracy of the data and even more critical to use the data in a responsible manner. Learn how to evaluate the various dashboards that are available to researchers, including the COVID-19 dashboard from John Hopkins University and the Institute for Health Metrics and Evaluation (IHME) dashboard, in this course with data scientist and professor Jennifer Shin. Learn how to view and interpret dashboard metrics and visualizations and use them effectively in your own data science projects.

Using Public Health Data Sources

Using Public Health Data Sources

Certain events bring big data into the public eye. During the COVID-19 pandemic, an extensive amount of data has been collected and utilized by public institutions–including governments, hospitals, and schools—and used to make key decisions that impact the public. The potential widespread impact of the decisions made based on this data underscores the importance of being able to verify the accuracy of the data, as well as using it in a responsible manner. In this course with data scientist and professor Jennifer Shin, learn how to evaluate and access the public health data by exploring the sources driving the COVID-19 dashboards, including 1Point3Acres, BNO News, WorldoMeter, and the COVID Tracking Project. Learn how to identify reputable sources and appraise the quality of the information collected.

Selected Published Works
Peer Reviewed Journal
Drospirenone-containing oral contraceptives and venous thromboembolism: an analysis of the FAERS database
Investigating the accuracy of the openFDA API using the FDA Adverse Event Reporting System (FAERS)
Data Science & Tech
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Data visualization playbook: The importance of excluding unnecessary details

Creating a visualization whose design serves its intended function—rather than the other way around—can be intoxicating, but don’t get so high on data that you lose sight of your audience. Find out how including too much information can neutralize your visualization—and your message with it.

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Data visualization playbook: Using function to drive design

As we’ve learned, choosing an appropriate level of detail lays the foundation for an effective visualization. But if you simply take your first design idea and run with it, you might be doing your data a disservice. Find out why redundant visualizations can turn detail into too much of a good thing...

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Data visualization playbook: Determining the right level of detail

The most efficient way for data scientists to convey vital information is through visualizations—but if they aren’t easily understood, critical insights may become lost. Here’s a quick and handy guide to creating data visualizations that are appropriately detailed to ensure maximum effectiveness.

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Data visualization Playbook: Letting the data dictate the visualization

Data visualization techniques can give data scientists a vital tool for representing the data that analysts and line-of-business users need to make strategic decisions. Discover how a few simple considerations of a specific data set in a real-world use case enables data scientists to implement cost...

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Data Visualization Playbook: Revisiting the Basics

Survey visualization techniques that data scientists in all industries need to know

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Data Visualization Playbook: Telling the Data Story

Learn data representation strategies, techniques, and nuances in a series geared for data scientists and analysts

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Exploring a Public Open Data Project: Part 4

Capitalize on useful open FDA data while minimizing the challenges of openFDA API limitations

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Exploring a Public Open Data Project: Part 3

Learn methods to help ensure search results are accurate when using the openAPI for research

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Exploring a Public Open Data Project: Part 2

Discover the pitfalls to avoid when using the FDA’s open data and the openFDA API

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Exploring a Public Open Data Project: Part 1

Get acquainted with the openFDA project and its opportunities for data scientists and research

Business
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Things to Consider Before Buying Overseas

Companies seek to purchase goods overseas for a variety of reasons, such as buying bulk items at a lower cost, gaining access to raw materials not available in local markets, or being unable to find local companies that are willing or able to provide a complex service.

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Look Where You Leap: Issues with Jumping into Selling Overseas

As a seller, you many want to expand your business by serving overseas markets. This may be shipping your product to customers in countries outside of the U.S., manufacturing raw materials or selling component parts to a foreign company that will manufacture a product for sale.

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Key Issues with International Payments

As a buyer, your company may want inexpensive credit and in the case of commercial buyers, credit can provide better business opportunities, such as being able to resell goods first before having to pay for it...

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It’s All in the Numbers: 5 Business Strategies That Are Nearly Invisible

Finding the best ways to devise strategies for your business can be tricky. While we can draw from experience, business school models and going on your gut, using market surveys is always a staple in guiding business planning...

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Choosing International Terms of Payment for Your Business

According to the World Trade Organization’s World Trade Report 2012, the U.S. is the world’s second largest exporter goods and the largest exporter of services in 2011. With over 95% of consumers living outside of the U.S., expanding your business internationally can provide access to many more potential customers

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The Millennial Advantage

By now you may have heard the statistic that young entrepreneurs 30 years old and younger, also known as Gen Y or Millennials, will make up 75% of the global workforce by 2025. How can you prepare your business for the rise of the Millennial generation?

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Leading By The Numbers: Critical Numbers for a Competitive Business Plan (Part I)

One of the key components of a competitive business plan in today's market is the inclusion of key reports. Three key ingredients that can strengthen any business plan are Financials, Projections and Market Research.

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“Make It Work, People!”: Critical Numbers for a Competitive Business Plan (Part III)

Whether you've thought about starting your own business or you are seeking funding to grow your current operations, a business plan may be just what you need.

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Website Pitfalls That May Cost You New Customers or Cause Your Business to Fail

Economy is essential to every successful business marketing plan and you want to apply the same analysis to your website design. If you’re not careful, your website can turn from a marketing tool to a business drain.

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Key Non-Productive Behaviors to Watch Out For

Productivity is one the most important factors in your business success, but managing productivity can become time consuming and ineffective. Managing our own productivity is generally within our control, but what about our employees?

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Valuing Your Employees: HR Metrics at Work

Data is a great resource that can accelerate growth and improve the competitiveness of nearly every business. But not all data is good data and identifying what data to collect can be a challenge for most HR departments. Measuring the value of people within a business is not only difficult, but identifying what data to collect can be a daunting tas

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How to Counter Non-Productive Behaviors: Tips to Improve Business Productivity

In my previous blog post, I included a list of key non-productive behaviors to watch out for and in this follow up post, I’ll explain what you can do about it...

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