Certificate in Engineering Data Analytics: Foundations
-- ViewingNowThe Certificate in Engineering Data Analytics: Foundations is a comprehensive course designed to meet the growing industry demand for data analytics skills in the engineering sector. This program equips learners with essential skills in data analysis, visualization, and machine learning, providing a solid foundation for career advancement in engineering and technology fields.
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โข Introduction to Engineering Data Analytics: Overview of data analytics in engineering, importance, and applications
โข Data Collection and Preprocessing: Methods for data collection, cleaning, and preparing data for analysis
โข Statistical Methods for Data Analysis: Descriptive and inferential statistics, probability distributions, and hypothesis testing
โข Data Visualization: Techniques for creating effective visualizations to communicate data insights
โข Machine Learning Foundations: Overview of machine learning algorithms, model training, and evaluation
โข Supervised Learning: Regression and classification algorithms, training, and evaluation
โข Unsupervised Learning: Clustering and dimensionality reduction algorithms, training, and evaluation
โข Data Ethics and Privacy: Ethical considerations in data analytics, data privacy, and security
โข Data Analytics Tools and Software: Overview of popular data analytics tools and software, e.g., Python, R, and Tableau
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