Glossary

Active Learning in Machine Learning

Active learning is a form of semi-supervised machine learning that facilitates faster algorithm training by…

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Advanced Analytics vs Business Intelligence

Learn the difference between traditional business intelligence (BI) and the modern approach of advanced analytics.

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Anomaly Detection

Anomaly detection is the process of identifying events and observations that deviate from a dataset’s…

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Artificial Intelligence

Artificial intelligence (AI) mimics and automates aspects of human intelligence—including the abilities to rationalize, discover…

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Automated Machine Learning

Automated machine learning holds the key to democratizing data science. Learn how to gain valuable…

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Bayesian Modeling

Bayesian modeling is a statistical approach, based on Bayes' theorem, where probability is influenced by…

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Big Data

The point behind big data is—the more you know, the more you can do. Simply…

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因果的人工智能

因果的人工智能strives to go beyond traditional ML and understands the root causes of model…

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Composable Analytics

Composable analytics is the use of multiple analytics capabilities in conjunction with one another to…

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Composite AI

Composite AI is not one unique combination of AI techniques, but rather an approach to…

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Confusion Matrix

A confusion matrix is a table that helps you visualize a classification model’s performance on…

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Convolutional Neural Networks

A convolutional neural network (CNN) is a deep learning algorithm used to take image, speech,…

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Data Aggregation

Data aggregation consists of compiling and organizing data into a more comprehensive form and is…

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Data Governance

Proprietary data is one of the most important assets your organization has—it includes your plans…

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Data Historian

Data historians automate the collection of data from numerous sensors across the organization so that…

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Data Lineage

Data lineage tells you where the data's been, where it's going, and how it's processed,…

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Data Mining Tools

Data mining tools are used to uncover patterns inside large sets of data to predict…

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Data Preparation

Data preparation is exactly what it sounds like—everything that is concerned with the process of…

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Data science is a multidisciplinary approach to unlocking value from raw datasets, especially those created…

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Data Visualization

Data visualization allows storytelling through data. Rather than looking at a spreadsheet of numbers, employees…

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Data Wrangling

Data wrangling involves deleting unnecessary data, aggregating data from various sources, and identifying gaps &…

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Decision Modeling

Decision modeling helps leaders understand and organize data so that important conclusions can be made…

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Deep Learning

Deep learning goes one step further than existing ML algorithms and surpasses the already impressive…

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Deep Learning vs Machine Learning

Both machine learning and deep learning fall under the AI umbrella. At their core, they’re…

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