Foundations of AI
This is the branch of computer science focused on building smart machines.
What is Artificial Intelligence?
This type of learning uses labeled data.
What is supervised learning?
This is the layer where input data enters a neural network.
What is the input layer?
This process converts speech to text.
What is speech recognition?
This AI branch powers Siri and Alexa.
What is speech recognition or voice assistant AI?
The father of AI, he coined the term in 1956.
Who is John McCarthy?
The learning algorithm where agents learn from rewards.
What is reinforcement learning?
This type of neural network is used for image processing.
What is a Convolutional Neural Network (CNN)?
BERT is based on this type of neural architecture.
What is Transformer?
AI used in cars to detect objects and make decisions.
What is autonomous driving?
This test checks a machine's ability to exhibit intelligent behavior.
What is the Turing Test?
The S-shaped activation function often used in logistic regression.
What is the sigmoid function?
The backpropagation algorithm adjusts these values.
What are weights?
Removing "the", "is", "a" from text is called this.
What is stop word removal?
This field uses AI for predicting diseases and diagnosing patients.
What is healthcare?
The AI problem-solving method that involves trying all possible solutions.
What is brute force search?
A supervised algorithm that separates data using a hyperplane.
What is Support Vector Machine (SVM)?
ReLU stands for this.
What is Rectified Linear Unit?
TF-IDF stands for this.
What is Term Frequency-Inverse Document Frequency?
AI in finance is used for this to detect fraud.
What is anomaly detection?
A popular logical AI language developed in the 1970s.
What is Prolog?
This technique is used to reduce overfitting by randomly disabling neurons during training.
What is dropout?
This type of neural network is suited for sequential data like text or time series.
What is a Recurrent Neural Network (RNN)?
This model generates text word-by-word based on learned probabilities.
This model generates text word-by-word based on learned probabilities.
AI technique used in chess-playing computers.
What is game tree search or Minimax algorithm?