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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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Data Science and Analytics Certification Program Module G: R for Business Analytics

Schedule: September 17-19, 2024, 8:00 AM – 5:00 PM, 3 Days, F2F Course Description: This course gives an overview of how to use R and R Studio to extract, manipulate, and present massive data for management decision-making. At the end of the training, the participant should be confident enough to produce any type of data …

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Data Science and Analytics Certification Program MODULE H: Python for Data Science and Analytics

Schedule: October 15-17, 2024, 8:00 AM – 5:00 PM, 3 Days, F2F Course Description: This course will be your guide to learning how to use the power of Python programming to analyze data, create beautiful visualizations, and utilize powerful predictive analytics algorithms. At the end of the training, the participant should be confident enough to …

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