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From Science to Art: Making Machine Learning Approachable By Sundeep Sanghavi The high barrier to entry prevents many companies from tapping into the full potential of machine learning. But what if you could make it more accessible? We’re in the midst of a data explosion, with today’s enterprises amassing goldmines of information (25 quintillion bytes of data every day, according to some reports). But what exactly are they doing with this data? Considering the volume of data being collected is quickly becoming unmanageable, now is a good time to shift from manual machine learning to a cognitive approach. This enables businesses to better capitalize on their data and facilitate agile decision-making. At this point, much of the discussion around machine learning has pivoted from adoption to how to simplify the adoption and implementation process. Many enterprises are ... (more)

Meta-Learning | @CloudExpo @ProgressSW #BigData #AI #ML #DX #Analytics

True Democratization of Analytics with Meta-Learning By Mark Troester There are many solutions that claim to democratize analytics, but they are really constrained. A meta-learning approach democratizes without limits. The democratization of analytics has become a popular term, and a quick Google search will generate results that explore the necessity of empowering more people with analytics and the rise of citizen data scientists. The ability to easily make better use of your (constantly growing) pool of data is a critical driver of business success, but many of the existing solut... (more)

AI Is Suddenly Accessible | @ThingsExpo @ProgressSW #AI #DX #SmartCities

What's Different Now: Five Reasons Why AI Is Suddenly Accessible By Mark Troester In recent years AI has grown significantly and become a substantial area of business investment. What has changed, and how does this affect you? For a long time, artificial intelligence was pure science fiction, relegated to books, television and movies—and you don’t need us to tell you that we are well past that point today. In the last few years we have seen extremely rapid advancement in a series of technologies that have come together to unlock a wave of AI investment. According to Accenture, 85% ... (more)

Chatbots Are Here | @ThingsExpo #AI #DX #IoT #M2M #CognitiveComputing

Chatbots Are Here, and It Is Just the Beginning By Mark Troester Chatbots are the next big thing, but there’s always another big thing coming. Prepare for the future with a flexible architecture that’s ready for everything. Chatbots are growing rapidly in popularity and adoption, but while more and more organizations are beginning to see the potential, far fewer have developed a concrete strategy for them. Major companies are experimenting with the AI behind chatbots though (with varying degrees of success, such as Microsoft’s Tay.ai and Facebook’s recent conversing bots), and it... (more)

Demystifying Machine Learning | @CloudExpo #AI #ML #DX #MachinLearning

Demystifying Machine Learning - How Do Machines Really Learn? By Mark Troester Are machines really intelligent? Learn the answer and how it can affect your business. It's machine-learning 101 for curious business leaders out there. Autonomous cars taking us on our favorite and most efficient routes, virtual assistants serving up the exact data a doctor needs to diagnose an illness or that an engineer needs to identify a faulty part, customer support bots that are always available to answer your questions and book your appointments accurately and quickly. All of these use-cases are ... (more)