This lecture gives an overview of the main categories of machine learning, including supervised, un-supervised, and semi-supervised techniques, depending on the availability of expert labels. We also discuss the different methods to handle discrete versus continuous labels.
Types of Machine Learning
This lecture gives an overview of the main categories of machine learning, including supervised, un-supervised, and semi-supervised techniques, depending on the availability of expert labels. We also discuss the different methods to handle discrete versus continuous labels.
End of the Beginning: What’s Next for Artificial Intelligence
AI began in the 1950s. What followed was the AI winter, progress was over-estimated. In the 2000s a lot of progress was made with machine learning.
Today’s AI is machine learning, which are programs that learn from experience. It’s data that is writing code.
Automation will replace human jobs, but more jobs will be created as well as more opportunities. AI will help to free us from mundane tasks and to solve problems.
Quantum Computing Leaves the Lab
Dr. Robert Sutor, vice president of IBM quantum computing, strategy, and ecosystem at IBM Research, speaks with Tonya Hall at ZDNet about how quantum computing is changing and becoming more accessible.
How Facebook’s Libra Currency Will Work
Facebook unveiled plans for a new, global financial system with a broad group of partners from Visa to Uber on board to create a cryptocurrency it expects will one day trade much like the U.S. dollar and inject a new source of revenue.
Machine Learning: Living in the Age of AI
This video examines ways in which people are interacting with AI today. Hobbyists and teenagers are now developing technology powered by machine learning. AI is impacting schoolchildren and farmers and senior citizens. The video also looks at implications the rapidly accelerating technology can have, including the good and bad of AI as well as ethical dilemmas posed by AI.
Blockchain in the Global Supply Chain
Blockchain technology has the potential to revolutionize trade. This short video outlines how HSBC completed a trade transaction across two independently built blockchain platforms – merging the financial with the physical logistics of trade.
P4P Marketing and Advertising
Data science, artificial intelligence and pay-for-performance advertising.
Raytheon Artificial Intelligence Tools
Raytheon is developing AI to help manage battlefield data, as well as predict when planes need maintenance and to aid responses to humanitarian crises.
What is Quantum Computing?
A brief discussion about quantum computing and artificial intelligence.