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Lightcast Skills Taxonomy

Analytic Functions

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Analytic functions involve the use of mathematical techniques and tools to analyze data sets and derive insights. It requires specialized skills in statistical analysis, data visualization, and interpretation. Professionals proficient in an...

Skills CategoryAnalysis
Skills SubcategoryMathematics and Mathematical Modeling
Skills TypeSpecialized Skill
Specialized Tags-

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Data Extraction

Data Extraction refers to the process of retrieving relevant data from various sources, such as databases, documents, or web pages. This skill involves techniques and tools that enable the identification, collection, and transformation of data into a usable format for analysis or reporting. Knowledge of Data Extraction is utilized to streamline data processing workflows, enhance data quality, and support decision-making by providing accurate and timely information.

Data Quality Assessment refers to the process of evaluating the accuracy, completeness, consistency, and reliability of data within a dataset. This skill involves the application of various techniques and methodologies to identify data quality issues and ensure that data meets the required standards for analysis and decision-making. Knowledge of Data Quality Assessment is used to enhance data integrity, support effective data management practices, and facilitate informed business decisions by providing insights into data quality metrics and improvement opportunities.

MicroStrategy is a business intelligence software that allows organizations to easily and efficiently analyze and visualize large amounts of data. It offers a range of features, including data blending, interactive dashboards, and predictive analytics, making it a powerful tool for decision-making and business strategy. As a specialized skill, those who are experienced in MicroStrategy are in demand in industries such as finance, healthcare, and retail.

Teradata Aster refers to a big data analytics platform that enables advanced analytics and data exploration on large datasets. This skill encompasses the use of various analytical functions, including data mining, machine learning, and graph analytics, to derive insights from complex data structures. Knowledge of Teradata Aster is applied to enhance decision-making processes by uncovering patterns, trends, and relationships within data, thereby supporting data-driven strategies across various industries.

Teradata SQL refers to the structured query language used to interact with Teradata databases, which are designed for large-scale data warehousing and analytics. This skill encompasses the ability to write queries for data retrieval, manipulation, and management, enabling users to perform complex data analysis and reporting. Knowledge of Teradata SQL is utilized to optimize database performance, ensure data integrity, and support decision-making processes through effective data handling and analysis.

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This skill is part of the Lightcast Skills Taxonomy, a library of over 35,000 job related skills. It is the standard used by higher education institutions, public sector organizations and Fortune 500 companies around the globe.

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