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Taking Advantage of AI and ML in Financial Services

Previously, I analyzed how dirty, or bad data is the enemy of machine learning. The final blog of this series describes the advantages of artificial intelligence and machine learning in financial services. Many financial services organizations have already begun to take advantage of ML technology because of its proven ability to reduce operational costs, increase […]

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Chief AI Strategist Chats About COVID-19 Healthcare Bots

Unless you’ve been hiding under a rock (social distancing?), you know that healthcare providers worldwide are facing major challenges related to the coronavirus (COVID-19) outbreak. One of these challenges is the rapid spike in call volume overwhelming call centers and providers. Many of the calls pouring in require human support to answer questions, but staffing […]

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Machine Learning in Financial Services: A Discipline Under AI

The term artificial intelligence (AI) was first coined in 1956 by the computer scientist, John McCarty, when he held the first academic conference on the subject at Dartmouth College. McCarty, who is widely recognized as the father of AI, defined it as “the science and engineering of making intelligent machines.” Over time, the meaning of […]

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Join Perficient at Appian World 2020 in Ft. Lauderdale

Appian World 2020 is only a few weeks away! This year’s conference is March 8-11 in Ft. Lauderdale, FL. Perficient is excited to once again be exhibiting as a Gold sponsor. Appian World 2020 brings together industry experts who will show you how to turn great ideas into business impact. The conference allows attendees to […]

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Join Us at MicroStrategy World 2020

MicroStrategy World 2020 is about a month away, happening February 4-6 in Orlando, FL. Sunny, warm weather and the latest MicroStrategy releases will make for an awesome and exciting, education-packed week. Perficient is proud to be a Silver sponsor of the event this year.  Our experts look forward to meeting you in the expo hall […]

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10 Data and Analytics Trends in 2020

The importance of data and analytics will continue to grow in 2020 and there are ten trends your organization should take note of to stay competitive. In the video below, I’ve outlined these ten trends and what you can do to stay on top of them. 10 Data and Analytics Trends in 2020 [Video] Data […]

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5 Examples of Incorporating AI into Healthcare Marketing

Artificial intelligence (AI) has not only created much-anticipated hype but also has many working applications. Although it is in its infancy in healthcare marketing, there is great enthusiasm and potential for its use to innovate and disrupt creating cost savings and greater returns on investment. 90 percent of healthcare executives predict that they will see […]

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AI Summit: Tagging Medical Records Create Vital Data and Analytics

Doug Kemp of Innodata spoke about getting key medical data into a form that can be understood and used.  Like many things, components of AI can parse and understand this data but it can’t be done by itself.  In this particular case, getting even small things wrong in your data has huge implications when using […]

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AI Summit: 5 Worst Practices for AI and ML

Matt Maccaux, Global Field CTO at HPE,  spoke on an interesting topic.  There are plenty of ways to make mistakes with artificial intelligence. Analytics Anti-Patterns (the worst practices) Anti-patterns are what organizations do to solve problems when it “seems” right but really isn’t correct. Volume 1 (presented earlier) Silos of information create duplication of data […]

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AI Summit: Real World Success Stories to Help Prepare and Scale AI

Christine Livingston, Perficient’s own Chief Strategist for AI,  presented at a session on real-world success stories in AI at AI Summit. As always, she focused on the best practices in how this works. Quote: AI adoption has tripled in the past 3 years. We’ve barely scratched the surface What is AI really? Machine Learning Natural […]

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AI Summit: There is Nothing Artificial About Artificial Intelligence

Perficient is at the AI Summit in New York City and there’s a lot of great content and insights. Jeff McMillan, Chief Analytics and Data Officer at Morgan Stanley Wealth Management gave a great session about AI and what he’s learned. In many ways, his insight mirror what Christine Livingston has to say about AI in […]

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Get 25% Off AI Summit NY Passes with Perficient’s Discount Code!

The AI Summit is coming to New York again December 11-12 at the Javits Center. This 2-day conference is jam packed with exclusive content tailored to help attendees dig deeper into implementation opportunities and the challenges they face in their industries. There will be eight tracks with stages covering: Retail Sales & Marketing Finance (Look […]

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Predictive Model Ensembles: Pros and Cons

Many recent machine learning challenges winners are predictive model ensembles. We have seen this in the news. Data science challenges are hosted on many platforms. Techniques included decision trees, regression, and neural networks. And, winning ensembles used these in concert. But, let’s understand the pros and cons of an ensemble approach. Pros of Model Ensembles […]

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Is Your AI Strategy Haunted?

Many enterprises set out with good intentions to transform their organizations with AI, but fail to deliver without a strong AI Strategy in place.  A game plan that overlooks business requirements and scalability often sets AI journeys up for disappointment and turn leadership off to future investments. But you don’t have to let your past […]

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The Importance of Reinforcement Learning

A few years ago, BBC Earth highlighted a memory test performed by a Chimpanzee named Ayumu. The Chimp displayed traits of machine learning (ML) when it was shown the numbers 1 to 9 in a randomized order on a screen and able to correctly remember the sequence when the numbers disappeared almost 90% of the […]

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Essentials for Your Digital Strategy: Embracing the Mobile Evolution

Delivering seamless, consistent, and engaging experiences starts with a customer-centered digital strategy. This ongoing series explores the characteristics that make up a great digital strategy and how to deliver powerful brand moments that solidify customer loyalty and drive differentiation for your organization. Mobile technology – and the role it plays in our lives – continues […]

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Science is Interesting: The Human Brain Project

Have you heard about the Human Brain Project? It is one of the largest funded projects to build a super computer that will replicate the molecular architecture of the human brain. This was done to understand how brain comprehends diseases, genomic sequencing, and eventually to correct the defects behind human brains. It included nuero-scientists, data […]

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Artificial General Intelligence and A Human-Robot Partnership

The famous example that would be given about artificial general intelligence (AGI) is when a autonomous car has the rational ability to make a strong decision of what direction to take. Take an example of a car driving in a lane autonomously. It has to make 1 of 2 options in an accident prone path. […]

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The Science of Artificial General Intelligence

I was just listening to an Audio Book titled “The Fourth Age: Smart Robots, Conscious Computers, and the Future of Humanity” and going through an interesting period of listening and comparing the Dualism Theory and Artificial General Intelligence. This is an interesting thought and wanted to share it with you expecting comments and thoughts. Let […]

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Data Strategy at Strata Data Conf New York

It’s no secret that data is a massive asset when it comes to making better business decisions. But gaining the valuable insights required to make those decisions requires quality data that you can trust. And to accomplish this you need a data strategy. Without understanding your business objectives, identifying use cases, knowing how your users […]

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