Undergraduate Certificate in Physical Data Analysis
-- ViewingNowThe Undergraduate Certificate in Physical Data Analysis is a valuable program designed to equip learners with essential skills in data analysis. This certificate course is crucial in today's data-driven world, where businesses and organizations rely heavily on data-based decision-making.
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โข Data Analysis Fundamentals: Introduction to data analysis, data types, and data sources.
โข Statistical Methods for Physical Data: Descriptive and inferential statistics, probability distributions, and hypothesis testing.
โข Data Visualization for Physical Data: Data representation, chart selection, and visualization best practices.
โข Data Cleaning and Preprocessing: Data quality assessment, data cleaning, and data preparation techniques.
โข Exploratory Data Analysis: Data exploration, data summary, and trend identification.
โข Regression Analysis for Physical Data: Simple and multiple linear regression, model selection, and validation.
โข Time Series Analysis: Time series data, seasonality, trend, and autocorrelation.
โข Machine Learning for Physical Data: Supervised and unsupervised learning techniques, model evaluation, and selection.
โข Data Analysis Tools for Physical Data: Hands-on experience with popular data analysis tools and software.
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