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Data Processing and Manipulation
Certificate available: complete this course to be awarded a certificate
The "Data Processing and Manipulation" course provides students with a comprehensive understanding of various data processing and manipulation concepts and tools. Participants will learn how to handle missing values, detect outliers, perform sampling and dimension reduction, apply scaling and discretization techniques, and explore data cube and pivot table operations. This course equips students with essential skills for efficiently preparing and transforming data for analysis and decision-making.
Course Description (Short)
A course on data processing and manipulation, covering techniques for handling missing values, detecting outliers, sampling, dimension reduction, scaling, discretization, and data cube operations.
Course Format
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4 Modules
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Intermediate level
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Online, self-paced
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AEC2 L2: You can present clear insights to colleagues to support the end use of the data.
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AEC2 L2: You can undertake data profiling and source system analysis.
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AEC3 L2: You can produce data models and understand where to use different types of data models. You understand industry-recognised data modelling patterns and standards.
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AEC3 L2: You understand the uses of different tools and can compare different data models.
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AEC4 L2: You can identify the types of problems in your domain including databases, data processes, data products and services.
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AEC4 L2: You respond to problems in databases, data processes, data products and services under guidance.
Additional information
A course on data processing and manipulation, covering techniques for handling missing values, detecting outliers, sampling, dimension reduction, scaling, discretization, and data cube operations.
Resource details
| Contributed by: | NHS Data and Analytics Academy |
| Authored by: |
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| Licence: | More information on licences |
| First contributed: | 22 April 2025 |
| Audience access level: | General user |
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