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Data Science and Analytics Certification Program Module D: Predictive Analytics

June 18 @ 8:00 am - June 20 @ 5:00 pm


  • 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 data analytics model. Advantages and disadvantages of methods are also discussed.

Prerequisite Concepts: College Level Statistics

Course Outline:

  • Classification Methodologies
    • Frequency Table, Similarity, Perceptron-Based, Ensembles, Model Evaluation
  • Regression Methodologies
    • Multiple Linear Regression, Model Evaluation, Variable Selection and Model-Building, Indicator Variables, Logistic Regression
  • Unsupervised Learning Methodologies
    • Market Basket Analysis, Clustering, Text Mining, Social Media Sentiment Analysis

Course Investment:

  • Php 15,000.00 per participant

Registration: Click here to register

Need More Information?
If you have any inquiries or require further assistance, our dedicated team is here to help:
Email: For personalized guidance and information, reach out to us at nec.training@up.edu.ph.
Phone: Speak directly with our team members by dialing (02) 8981-8500 local 3004 or 3048.
Facebook: For updates, news, and insights, visit our official Facebook page at facebook.com/UPNECTraining.

Training ProgramsTraining CalendarPayment Guidelinese-TrainENGG


June 18 @ 8:00 am
June 20 @ 5:00 pm
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