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Data Science and Analytics Certification Program Module C: Descriptive Analytics

Schedule: May 14-16, 2024, 8:00 AM - 5:00 PM, 3 Days, F2F Course Description: This course aims to provide tools for processing raw data into formats that can facilitate drawing of summarizing statistics. The statistics drawn can accurately and adequately describe historical information gathered, which can be easily interpreted. Visualization techniques complemented and/or generated from …

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Data Science and Analytics Certification Program Module D: Predictive Analytics

Schedule: June 18-20, 2024, 8:00 AM - 5:00 PM, 3 Days, F2F Course Description: This course surveys the different algorithms for data analytics specifically: classification, regression, feature selection, association, and clustering algorithms for data analytics. You will learn concepts such as problem types, data structure requirements, over and under fitting, and how to evaluate a …

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Data Science and Analytics Certification Program Module E: Prescriptive Analytics

UP National Engineering Center Juinio Hall, UP NEC, UP Campus Diliman Quezon City, Quezon City, Philippines

Schedule: July 16-18, 2024, 8:00 AM - 5:00 PM, 3 Days, F2F Course Description: This course introduces designing a business analytics system with optimization algorithms. Concepts include data gathering and analysis, model formulation, and designing what-if decision support systems that incorporate optimization and Monte Carlo simulation algorithms. Prerequisite Concepts: College Level Algebra Course Outline: Mathematical …

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Data Science and Analytics Certification Program Module F: Forecasting & Time Series Analysis

Schedule: August 13-15, 2024, 8:00 AM - 5:00 PM, 3 Days, F2F Course Description: This course provides a basic overview of time series analysis and forecasting methodologies. An overview of smoothing and decomposition models will be discussed. Furthermore, forecasting algorithms will be analyzed using performance metrics. Prerequisite Concepts: College Level Descriptive and Inferential Statistics Course …

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