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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⢠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. ⢠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. ⢠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. ⢠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. ⢠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. ⢠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. ⢠Investigative Reporting: This unit will focus on how to communicate findings from data investigations. It will cover data storytelling, visualization, and writing techniques. ⢠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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