Executive Development Programme in Visual Analytics and Insights
-- ViewingNowThe Executive Development Programme in Visual Analytics and Insights is a certificate course designed to empower professionals with the essential skills to excel in the data-driven business world. This programme highlights the importance of data visualization and analytical insights in decision-making processes, making it increasingly relevant in today's technology-focused industry.
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โข Fundamentals of Visual Analytics: Understanding the basics of visual analytics, data visualization, and insights generation. This unit covers the primary concepts, principles, and techniques used in visual analytics, providing a strong foundation for the rest of the course.
โข Data Visualization Techniques: Exploring various data visualization techniques and their applications in visual analytics. This unit covers bar charts, line charts, scatter plots, heatmaps, treemaps, network diagrams, and more.
โข Data Wrangling and Preparation: Learning how to clean, prepare, and transform data for visual analytics. This unit covers data pre-processing techniques, data quality issues, and data transformation methods.
โข Statistical Analysis and Modeling: Understanding the statistical methods and techniques used in visual analytics for insights generation. This unit covers descriptive and inferential statistics, regression analysis, time series analysis, and predictive modeling.
โข Big Data Analytics: Learning how to apply visual analytics techniques to big data. This unit covers distributed computing, data warehousing, and data lake architectures, and how to use them for visual analytics.
โข Machine Learning and AI in Visual Analytics: Exploring the role of machine learning and artificial intelligence in visual analytics. This unit covers supervised and unsupervised learning techniques, natural language processing, and deep learning for visual analytics.
โข Interactive Visualization Tools: Learning how to use interactive visualization tools for visual analytics. This unit covers popular tools such as Tableau, Power BI, and Looker, and how to use them for data exploration, insights generation, and dashboard creation.
โข Visual Analytics Best Practices: Understanding the best practices for visual analytics, including data storytelling, visual design, and dashboard creation. This unit covers design principles, visual hierarchy, and data storytelling techniques for effective communication of insights.
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