Executive Development Programme in Analytics Fundamentals: Basic Concepts
-- ViewingNowThe Executive Development Programme in Analytics Fundamentals: Basic Concepts is a certificate course designed to provide learners with a solid foundation in analytics. This programme is critical for professionals seeking to stay relevant and competitive in today's data-driven business landscape.
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โข Introduction to Data Analytics: Defining data analytics, its importance, and applications in business
โข Data Collection Techniques: Surveys, interviews, observation, and secondary sources
โข Data Cleaning and Preparation: Data validation, missing data, outliers, and data transformation
โข Descriptive Analytics: Measures of central tendency, variability, and association
โข Inferential Statistics: Hypothesis testing, confidence intervals, and statistical significance
โข Data Visualization: Charts, graphs, and tables to communicate insights effectively
โข Data Storytelling: Framing analytics findings in a compelling and engaging narrative
โข Foundations of Machine Learning: Overview of algorithms, model evaluation, and bias-variance tradeoff
โข Ethics in Analytics: Data privacy, confidentiality, and informed consent
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