Professional Certificate in Data Analysis for Informed Decision-Making
-- ViewingNowThe Professional Certificate in Data Analysis for Informed Decision-Making is a comprehensive course designed to equip learners with essential data analysis skills demanded by today's data-driven industries. This program emphasizes the importance of data-informed decision-making and teaches learners how to collect, analyze, and interpret data effectively.
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โข Data Analysis Fundamentals: Introduction to data analysis, data types, data structures, data wrangling, and data visualization.
โข Statistical Analysis: Descriptive and inferential statistics, probability distributions, statistical testing, and confidence intervals.
โข Data Modeling: Regression analysis, time series analysis, and predictive modeling.
โข Data Visualization: Data storytelling, visualization best practices, and using data visualization tools.
โข Big Data Analytics: Introduction to big data, distributed computing, and big data analytics tools.
โข Machine Learning: Supervised and unsupervised learning, model evaluation, and model selection.
โข Data Ethics and Privacy: Data privacy, data security, and ethical considerations in data analysis.
โข Decision-Making with Data: Data-driven decision-making, decision frameworks, and communicating insights.
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