D - Definitions

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  • D

    data dignity

    Data dignity, also known as data as labor, is a theory positing that people should be compensated for the data they have created.

  • data scientist

    A data scientist is an analytics professional who is responsible for collecting, analyzing and interpreting data to help drive decision-making in an organization.

  • data splitting

    Data splitting is when data is divided into two or more subsets. Typically, with a two-part split, one part is used to evaluate or test the data and the other for training the model.

  • deconvolutional networks (deconvolutional neural networks)

    Deconvolutional networks are convolutional neural networks (CNN) that work in a reversed process.

  • deep tech

    Deep technology, or deep tech, refers to advanced technologies based on some form of substantial scientific or engineering innovation.

  • dropout

    Dropout refers to data, or noise, that's intentionally dropped from a neural network to improve processing and time to results.

  • What are diffusion models?

    Diffusion models are a category of generative AI that excels at creating images, audio, video and other types of data by using a two-step process: forward diffusion and reverse diffusion.

  • What is a decision tree in machine learning?

    A decision tree is a flow chart created by a computer algorithm to make decisions or numeric predictions based on information in a digital data set.

  • What is Dall-E and how does it work?

    Dall-E is a generative artificial intelligence (AI) technology that enables users to create images by submitting text-based prompts.

  • What is data poisoning (AI poisoning) and how does it work?

    Data or AI poisoning attacks are deliberate attempts to manipulate the training data of artificial intelligence and machine learning models to corrupt their behavior and elicit skewed, biased or harmful outputs.

  • What is data science? The ultimate guide

    Data science is the process of using advanced analytics techniques and scientific principles to analyze data and extract valuable information for business decision-making, strategic planning and other uses.

  • What is deep learning and how does it work?

    Deep learning is a type of machine learning (ML) and artificial intelligence (AI) that trains computers to learn from extensive data sets in a way that simulates human cognitive processes.