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Reshaping the World with Machine Learning

Innovation Unleashed Podcast

Release Date: 02/22/2019

Rapid Detection of Infectious Disease  show art Rapid Detection of Infectious Disease

Innovation Unleashed Podcast

With global population on track to reach 10 billion within a few decades, and with travel and trade steadily intensifying across the world, the spread of many types of infectious disease (like the Flu and worse) is a real and increasing threat to global health .

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Using DNA to Treat Genetic Diseases show art Using DNA to Treat Genetic Diseases

Innovation Unleashed Podcast

Working to treat genetic diseases is complicated, demanding work and requires the commitment and intellectual power of people who are dedicated to finding answers. Today’s guest Scott Sneddon is one of those people. Scott is the President & CEO of Sharp Edge Labs. He is an entrepreneur and scientist trained in chemistry and biology with an emphasis on computational methods.

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Tummlers Help Create Successful Innovation Communities show art Tummlers Help Create Successful Innovation Communities

Innovation Unleashed Podcast

Our guest on this episode knows all about entrepreneurs helping entrepreneurs. Kit Mueller is known as a Serial Tummler or a person who connects people and makes things happen. And that’s what Kit has been doing in Pittsburgh’s tech sector for years. Kit describes himself as an “Entrepreneurial Community Builder with a proven history of entrepreneurial success in the software and creative industries.

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Patients First show art Patients First

Innovation Unleashed Podcast

On this episode, we are going to talk with Patrick Colletti the COO and newly named Chief Innovation Officer of Net Health, a company that creates software solutions for specialized outpatient care. Net Health serves healthcare professionals essentially all of the largest hospital chains in the US as well as private practices around the country.

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Survey Says show art Survey Says

Innovation Unleashed Podcast

Are opinion polls important? What is the science behind them? Are they sophisticated analyses or back of the envelope calculations? Should we trust what they say? Can they be manipulated and misused? John Dick is the CEO of CivicScience. CivicScience provides strategic insight services to decision-makers at the largest brands, media companies, and investment firms in the world.

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More People. More Big Ideas. show art More People. More Big Ideas.

Innovation Unleashed Podcast

Our guest, Audrey Russo, is an impassioned thought leader about technology and demographics being codependent drivers of the Pittsburgh economy and the success of the technologies that are developed here.

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The Science of Working in Teams  show art The Science of Working in Teams

Innovation Unleashed Podcast

We are fortunate to be joined on this episode by a renowned expert in the study of teams and collective intelligence. Anita Woolley, is an Associate Professor of Organizational Behavior and Theory at the Tepper School of Business, Carnegie Mellon University. She has a PhD in Organizational Behavior from Harvard University, where she also earned Bachelor’s and Master’s degrees.

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Reshaping the World with Machine Learning show art Reshaping the World with Machine Learning

Innovation Unleashed Podcast

It is interesting that on this episode, we are joined by John Kitchin, a chemical engineering expert who is using machine learning to develop new tools to change the way that research is being conducted.

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Saving the World’s Water from Our Own Destruction  show art Saving the World’s Water from Our Own Destruction

Innovation Unleashed Podcast

On this episode, we are joined by two pioneers who are working to use chemistry and technology to safely reduce/eliminate hazardous chemical contaminants and pathogens from water. Dr. Terry Collins is the Teresa Heinz Professor in Green Chemistry, Chemistry and Director, Institute for Green Science at Carnegie Mellon University and Professor Ryan Sullivan, working in both Chemistry and Mechanical Engineering at Carnegie Mellon University.

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The Making of Schmoopie, Uncle Sam, Betsy Ross, Pepperoni, and Monster Max  show art The Making of Schmoopie, Uncle Sam, Betsy Ross, Pepperoni, and Monster Max

Innovation Unleashed Podcast

On this episode, our guest is a serial entrepreneur and a world-renowned inventor. He has been called a snake charmer……and has famously charmed snakes by the name of schmoopie, Uncle Sam, Betsy Ross, Pepperoni, and Monster Max - - - Mechanical robotic snakes that can explore tight spaces, swim, climb poles…. and solve big problems.

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Carnegie Mellon University’s Manuela Veloso, the Herbert A. Simon University Professor describes Machine learning “as a fascinating field of Artificial Intelligence (AI) research and practice where scientists investigate how computer agents can improve their perception, cognition, and action with experience. Machine Learning is about machines improving from data, knowledge, experience, and interaction. Machine Learning utilizes a variety of techniques to intelligently handle large and complex amounts of information build upon foundations in many disciplines, including statistics, knowledge representation, planning and control, databases, causal inference, computer systems, machine vision, and natural language processing. AI agents with their core at Machine Learning aim at interacting with humans in a variety of ways, including providing estimates on phenomena, making recommendations for decisions, and being instructed and corrected. Machine Learning can impact many applications relying on all sorts of data, any data that is recorded in computers, such as health data, scientific data, financial data, location data, weather data, energy data, etc. As our society increasingly relies on digital data, Machine Learning is crucial for most of our current and future applications.”

The world is being reshaped by machine learning. Data collected through sensors and novel technologies at many scales is being leveraged to make decisions and infer relationships in every discipline and application. But it takes the right techniques and tools to do so effectively.

It is interesting that on this episode, we are joined by John Kitchin, a chemical engineering expert who is using machine learning to develop new tools to change the way that research is being conducted.

His work with machine learning focuses on creating tools such SCIMAX - - open source software that improves data sharing and efficiency in research and academia. The software uniquely integrates data processing and analysis into plain text. Dr. Kitchin is very interested in creating tools, augmenting research with data tools and teaching students about machine learning as an integrated part of the research process.