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Anomaly detection in machine learning: Finding outliers for optimization of business functions

IBM Big Data Hub

Regression modeling is a statistical tool used to find the relationship between labeled data and variable data. It functions through the assumption that similar data points will be found near each other. If a data point appears further away from a dense section of points, it is considered an anomaly.

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The AI continuum

CIO Business Intelligence

Great for: Extracting meaning from unstructured data like network traffic, video & speech. Model sizes: Uses algorithmic and statistical methods rather than neural network models. Downsides: Lower accuracy; the source of dumb chatbots; not suited for unstructured data. Use compute resources wisely.

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What is a data architect? Skills, salaries, and how to become a data framework master

CIO Business Intelligence

Data architect vs. data scientist According to Dataversity , the data architect and data scientist roles are related, but data architects focus on translating business requirements into technology requirements, defining data standards and principles, and building the model-development frameworks for data scientists to use.

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What is a data scientist? A key data analytics role and a lucrative career

CIO Business Intelligence

What is a data scientist? Data scientists are analytical data experts who use data science to discover insights from massive amounts of structured and unstructured data to help shape or meet specific business needs and goals. Semi-structured data falls between the two.

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What is data science? Transforming data into value

CIO Business Intelligence

What is data science? Data science is a method for gleaning insights from structured and unstructured data using approaches ranging from statistical analysis to machine learning. Data science processes and methodologies. Tableau: Now owned by Salesforce, Tableau is a data visualization tool.

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What is a data engineer? An analytics role in high demand

CIO Business Intelligence

What is a data engineer? Data engineers design, build, and optimize systems for data collection, storage, access, and analytics at scale. They create data pipelines used by data scientists, data-centric applications, and other data consumers. Data engineer vs. data architect.

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Top Data Science Tools That Will Empower Your Data Exploration Processes

datapine

Data science has become an extremely rewarding career choice for people interested in extracting, manipulating, and generating insights out of large volumes of data. To fully leverage the power of data science, scientists often need to obtain skills in databases, statistical programming tools, and data visualizations.