Data Science & Analytics

SpecialityDescription
A/B TestingA/B testing is a process of conducting a randomized experiment with two variants of a unit under test.
BanditsMulti-armed bandit experiments are a type of split testing that self-optimizes for the desired result as it is being performed.
Data AnalyticsData analysis includes inspecting and modeling data in order to discover useful information and inform decision-making.
Data EngineeringData engineering is the process of designing, building, and maintaining data infrastructure.
Data ExtractionData extraction is the process of retrieving data from various sources for further processing or storage.
Data MiningData mining is the process of examining datasets for anomalies, correlations, and other patterns.
Data ProcessingData processing is the act of collecting and manipulating data to produce meaningful information.
Data VisualizationData visualization is involved in the creation and study of visual representations of data.
Deep LearningDeep learning is a subset of machine learning that involves the use of multilayer neural networks.
Experimentation & TestingExperimentation involves testing a product or service with the goal of innovation. Testing involves the validation of a product or service.
KnowledgeKnowledge representation involves processing data and information into a form that can be used by a computer to solve a complex task.
Machine LearningMachine learning involves using algorithms and statistical models to build software that can learn and improve without explicit programming.

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