The Data Science Framework by Unknown

Author:Unknown
Language: eng
Format: epub
ISBN: 9783030510237
Publisher: Springer International Publishing

4.3.3 Data Analytics-Related Courses

Data analytics knowledge group builds the ability to use appropriate statistical and data analytics techniques on available data to deliver insights and discover information, provide recommendations and support decision-making. It includes knowledge areas that cover data mining, supervised and unsupervised machine learning, statistical modelling and predictive analytics.

The following are commonly defined data analytics knowledge areas group (KAG01-DSDA):KA01.01 (DSDA.01/SMA) Statistical methods, including descriptive statistics, exploratory data analysis (EDA) focused on discovering new features in the data and confirmatory data analysis (CDA) dealing with validating formulated hypotheses

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