Executive Development Programme in Managerial Data Analysis
-- ViewingNowThe Executive Development Programme in Managerial Data Analysis is a certificate course designed to empower professionals with the necessary skills to interpret and analyze complex data. In today's digital age, data-driven decision-making is crucial, making this course increasingly important.
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โข Introduction to Managerial Data Analysis: Basics of data analysis, data-driven decision making, data analysis tools and techniques.
โข Data Collection and Preparation: Data collection methods, data cleaning, data transformation, data preparation best practices.
โข Descriptive Statistics and Data Visualization: Mean, median, mode, standard deviation, correlation, data visualization tools and techniques.
โข Inferential Statistics and Hypothesis Testing: Population and sample, hypothesis testing, confidence intervals, p-values.
โข Regression Analysis: Simple and multiple linear regression, regression diagnostics, model selection.
โข Data Mining and Predictive Analytics: Data mining techniques, predictive modeling, model evaluation.
โข Big Data and Data Analytics: Big data sources, big data analytics, Hadoop and Spark.
โข Data Privacy and Security: Data privacy laws, data security best practices, ethical considerations in data analysis.
โข Communication and Data Storytelling: Communicating data insights, data storytelling techniques, persuading with data.
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