Vocabulary 13 Flashcards
Artificial Intelligence
the ability of a computer to do tasks that are usually done by humans because they require human intelligence
Biases
an anomaly in the output of machine learning algorithms, due to the prejudiced assumptions made during the algorithm development process or prejudices in the training data
Deep Learning
a type of machine learning, runs inputs through a biologically-inspired neural network architecture
General AI
is the intelligence of machines that allows them to comprehend, learn, and perform intellectual tasks much like humans. With General AI, machines can emulate the human mind and behavior to solve any kind of complex problem
Generative Artificial Intelligence
(AI) describes algorithms (such as ChatGPT) that can be used to create new content, including audio, code, images, text, simulations, and videos. Fall under the broad category of machine learning
Machine Learning
algorithms that detect patterns and learn how to make predictions, recommendations and decisions.
Narrow AI
is a specific type of artificial intelligence in which a learning algorithm is designed to perform a single task, and any knowledge gained from performing that task will not automatically be applied to other tasks
Natural Language
Natural language processing (NLP) refers to the branch of computer science—and more specifically, the branch of artificial intelligence concerned with giving computers the ability to understand text and spoken words in much the same way human beings can
Neural Networks
This is how the human brain functions: each neuron performs its own simple calculation, and the network formed by all of the neurons multiplies the potential of these calculations
Supervised Learning
the machine relies on human intervention. The person provides the bases of the machine’s knowledge so it can then understand how to use them and propose improvements, which will be systematically validated by a human before being implemented
Unsupervised Learning
the machine doesn’t require this human validation component. It performs the research, identifies new knowledge and memorizes it all on its own.