TPU
TPU is a tensor processing unit, custom hardware designed by Google to accelerate machine learning workloads.
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Computer Vision
Data
Deep Learning
Ethics
Fundamentals
Generative AI
Infrastructure
Machine Learning
NLP
API
API is an application programming interface that lets software send input to an AI model and…
Context Window
Context Window is the maximum amount of text a language model can consider at once when…
Temperature
Temperature is a setting that controls randomness in a model's output — lower is more focused,…
Zero-Shot Learning
Zero-Shot Learning is a model performing a task it was not explicitly trained on, using only…
Few-Shot Learning
Few-Shot Learning is giving a model a handful of examples in the prompt to guide it…
Chain of Thought
Chain of Thought is a prompting technique that asks a model to reason step by step,…
Multimodal AI
Multimodal AI is AI that can understand and generate more than one type of data, such…
Diffusion Model
Diffusion Model is a generative model that creates images by gradually removing noise, used by many…
GAN
GAN is a generative adversarial network, where two neural networks compete to produce realistic synthetic data.
Convolutional Neural Network
Convolutional Neural Network is a neural network design especially effective at processing images by detecting local…
Recurrent Neural Network
Recurrent Neural Network is a neural network designed for sequential data, where each step's output depends…
Sentiment Analysis
Sentiment Analysis is automatically determining whether a piece of text expresses positive, negative, or neutral feeling.
Named Entity Recognition
Named Entity Recognition is identifying and classifying key items in text, such as names, places, dates,…
Speech Recognition
Speech Recognition is converting spoken audio into written text, also known as speech-to-text.
Optical Character Recognition
Optical Character Recognition is extracting readable text from images or scanned documents.
Object Detection
Object Detection is locating and labelling specific objects within an image or video.
Image Segmentation
Image Segmentation is dividing an image into regions so each pixel is assigned to an object…
Anomaly Detection
Anomaly Detection is identifying data points that differ significantly from the norm, often used for fraud…
Clustering
Clustering is grouping similar data points together without predefined labels.
Classification
Classification is assigning input data to one of several predefined categories.
Regression
Regression is predicting a continuous numeric value, such as a price or temperature.
Decision Tree
Decision Tree is a model that makes predictions by following a branching series of yes/no questions.