Rapid Fire on Artificial Intelligence

In general, there are certain algorithms that are mostly used, or we can say that they are the first one to approach to understand the complex scenarios. Here are some of them. Neural Network Generic Algorithms Reinforcement Learning Sure, here’s a list of some common techniques and algorithms used in artificial intelligence: Machine Learning Algorithms: … Read more

There are two best Hyperparameter in a tree-based model Measure the performance over training data Measure the performance over validation data We have to consider the validation result while comparing with the test results, so the answer is B Selecting the best hyperparameters in a tree-based model involves a combination of intuition, experimentation, and systematic … Read more

Karl Pearson’s correlation coefficient is a measure of the strength of a linear association between two variables. It is denoted by r or rxy (where x and y being the two variables involved). This method of correlation draws a line of best fit through the data of two variables. The value of the Pearson correlation … Read more

There are some branches of AI are as follow: Automatic Programming Constraint Satisfaction Bayesian Networks Knowledge representations Machine Learning Natural Language Processing (NLP) Neural Networks Robotics Speech recognition When discussing the branches of Artificial Intelligence (AI) in an interview, it’s essential to provide a comprehensive overview. Here are some of the key branches of AI: … Read more

As the name suggests “Tree” topology has several connected elements arranges like the branches of a tree. The structure has at least three specific levels in the hierarchy. These are scalable and accessible while troubleshooting and are so preferred. A common drawback in this topology is the hindrance or malfunctioning of the primary node. In … Read more