Technical Interview Questions
Natural language processing Chatbots Sentiment analysis Sales prediction Self-driving cars Facial expression recognition Image tagging Certainly! When asked about applications of AI in an interview, it’s important to provide a diverse range of examples to showcase the breadth of AI’s impact across various domains. Here are some common applications of AI: Virtual Assistants: Examples include … Read more
is a field of computer science wherein the cognitive functions of the human brain are studied and tried to be replicated on a machine/system. Artificial Intelligence is today widely used for various applications like computer vision, speech recognition, decision-making, perception, reasoning, cognitive capabilities, and so on. A concise and comprehensive answer to the question “What … Read more
Minimax is a recursive algorithm used to select an optimal move for a player assuming that the other player is also playing optimally. A game can be defined as a search problem with the following components: Game Tree: A tree structure containing all the possible moves. Initial state: The initial position of the board and … Read more
In supervised classification, the images are manually fed and interpreted by the Machine Learning expert to create feature classes. In unsupervised classification, the Machine Learning software creates feature classes based on image pixel values. The choice between supervised and unsupervised classification for image classification depends on several factors including the availability of labeled data, the … Read more
Keras is an open source neural network library written in Python. It is designed to enable fast experimentation with deep neural networks. TensorFlow is an open-source software library for dataflow programming. It is used for machine learning applications like neural networks. PyTorch is an open source machine learning library for Python, based on Torch. It … Read more