What are the different types of keys in a relational database?

There are a variety of keys in a relational database, including: Alternate keys are candidate keys that exclude all primary keys. Artificial keys are created by assigning a unique number to each occurrence or record when there aren’t any compound or standalone keys. Compound keys are made by combining multiple elements to develop a unique … Read more

Can you name the properties of a good knowledge representation system?

From the perspective of systems theory, a good knowledge representation system will have the following: Acquisition efficiency to acquire and incorporate new data Inferential adequacy to derive knowledge representation structures like symbols when new knowledge is learned from old knowledge Inferential efficiency to enable the addition of data into existing knowledge structures to help the … Read more

What would you say are common misconceptions about AI?

Many AI-related misconceptions are making the rounds in the age of “fake news.” The most common ones are: AI will replace humans AI systems aren’t safe AI will lead to significant unemployment While these types of stories are common, they’re far from the truth. Even though some AI-based technology is able to complete some tasks—for … Read more

Why is game theory important to AI?

Game theory, developed by American mathematician Josh Nash, is essential to AI because it plays an underlying role in how these smart algorithms improve over time. At its most basic, AI is about algorithms that are deployed to find solutions to problems. Game theory is about players in opposition trying to achieve specific goals. As … Read more

What’s TensorFlow?

TensorFlow is an open-source framework dedicated to ML. It’s a comprehensive and highly adaptable ecosystem of libraries, tools, and community resources that help developers build and deploy ML-powered applications. Both AlphaGo and Google Cloud Vision were built on the Tensorflow platform. A concise and accurate answer to the question “What’s TensorFlow?” for an Artificial Intelligence … Read more