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Clive Robert Humby OBE (born 3 February 1955) is a British mathematician and entrepreneur in the field of data science and customer-centric business strategies. [1] Since 2014, he has been Chief Data Scientist of the consumer insights company, Starcount. [2]
Professor Williams is an Artificial Intelligence researcher with transdisciplinary expertise in Cognitive Science, Disruptive Technologies, Digital Transformation, Business and Law. She is listed among Robohub's "Top 25 Women in Robotics", [ 4 ] [ 5 ] and celebrated on the First International Day of Women and Girls in Science.
Typically data is discretized into partitions of K equal lengths/width (equal intervals) or K% of the total data (equal frequencies). [1] Mechanisms for discretizing continuous data include Fayyad & Irani's MDL method, [2] which uses mutual information to recursively define the best bins, CAIM, CACC, Ameva, and many others [3]
Intelligent transformation is the process of deriving better business and societal outcomes by leveraging smart devices, big data, artificial intelligence, and cloud technologies. Intelligent transformation can facilitate firms in gaining recognition from external investors, thereby enhancing their market image and attracting larger consumers ...
Interactive data transformation (IDT) [13] is an emerging capability that allows business analysts and business users the ability to directly interact with large datasets through a visual interface, [9] understand the characteristics of the data (via automated data profiling or visualization), and change or correct the data through simple ...
Feature engineering in machine learning and statistical modeling involves selecting, creating, transforming, and extracting data features. Key components include feature creation from existing data, transforming and imputing missing or invalid features, reducing data dimensionality through methods like Principal Components Analysis (PCA), Independent Component Analysis (ICA), and Linear ...
Chris Duffey (born September 3, 1974) is an American author, AI & mobile technologist and Adobe's creative director, [1] known for development of the creative enterprise space at Adobe, [2] and for writing Superhuman Innovation: Transforming Business with Artificial Intelligence, which was "co-authored" by an artificial intelligence called Aimé.
JAX is a machine learning framework for transforming numerical functions. [2] [3] [4] It is described as bringing together a modified version of autograd (automatic obtaining of the gradient function through differentiation of a function) and OpenXLA's XLA (Accelerated Linear Algebra).