Executive Development Programme in Investigative Data Techniques
-- ViewingNowThe Executive Development Programme in Investigative Data Techniques is a certificate course designed to empower professionals with the skills to analyze and interpret complex data. In today's data-driven world, there is a high demand for experts who can use investigative data techniques to provide valuable insights and drive strategic decisions.
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โข Data Analysis for Investigations: Understanding the basics of data analysis and how it applies to investigative techniques. This unit will cover data visualization, statistical analysis, and data mining. โข Data Collection Techniques: This unit will focus on various methods for collecting data, including web scraping, APIs, and public databases. It will also cover legal and ethical considerations in data collection. โข Data Cleaning and Preparation: This unit will teach participants how to clean and prepare data for analysis. This includes handling missing data, dealing with outliers, and transforming data. โข Machine Learning for Investigations: This unit will introduce participants to machine learning techniques and how they can be used in investigations. It will cover both supervised and unsupervised learning methods. โข Network Analysis: This unit will focus on network analysis techniques and how they can be used to uncover hidden relationships in data. It will cover graph theory, centrality measures, and community detection. โข Geospatial Analysis: This unit will teach participants how to analyze geospatial data. It will cover topics such as spatial data structures, spatial joins, and spatial statistics. โข Investigative Reporting: This unit will focus on how to communicate findings from data investigations. It will cover data storytelling, visualization, and writing techniques. โข Legal and Ethical Considerations: This unit will cover the legal and ethical considerations surrounding data investigations. It will cover topics such as data privacy, data protection, and informed consent.
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