36. What is a fuzzy logic?
Fuzzy logic is a generalization of standard logic, in which a concept can possess a degree of truth anywhere between 0.0 and 1.0. Standard logic applies only to concepts that are completely true (having degree of truth 1.0) or completely false (having degree of truth 0.0). Fuzzy logic is supposed to be used for reasoning about inherently vague concepts, such as ‘tallness.’
37. What’s TensorFlow?
TensorFlow is a free and open-source software library for machine learning. It can be used across a range of tasks but has a particular focus on training and inference of deep neural networks. Tensorflow is a symbolic math library based on dataflow and differentiable programming
38. In Hidden Markov Model, how does the state of the process is described?
HMMs allow us to model processes with a hidden state, based on observable parameters. The main problems solved with HMMs include determining how likely it is that a set of observations came from a particular model, and determining the most likely sequence of hidden states.
39. In Artificial Intelligence, what do semantic analyses used for?
In Artificial Intelligence, Semantic analysis is understanding and analyzing the languages based on the meaning and context like humans. In simple words, semantic analysis is used to understand the meaning of the sentence according to the context.
40. Which algorithm in ‘Unification and Lifting’ takes two sentences and returns a unifier?