Data Science and Analytics Certification Program MODULE H: Python for Data Science and Analytics
2025-10-14 08:00 (Asia/Manila)
Schedule:

October 14-16, 2025, 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 produce any type of data analytics with Python.

Course Outline:

Introduction to Python Programming
Python Data Processing with Pandas
Python Statements
Python Graphics
Python Advanced Statements
GUI Programming

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.

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Data Science and Analytics Certification Program Module D: Predictive Analytics
2025-06-17 08:00 - 2025-06-19 17:00 (Asia/Manila)
Schedule:

June 17-19, 2025, 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.

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Data Science and Analytics Certification Program Module C: Descriptive Analytics
2025-05-13 08:00 - 2025-05-15 17:00 (Asia/Manila)
Schedule:

May 13-15, 2025, 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 data processing shall be presented to facilitate ease of data interpretation. All tools and techniques presented in the course shall enable the participants to learn how to properly interpret past behaviors from recorded data and understand how to they may influence outcomes in the future.

Prerequisite Concepts: None
Course Outline:

Probability and Random Numbers
Descriptive Statistics
Data Manipulation
Inferential Statistics
R Graphics
Deploying R Dashboards

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.

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Data Science and Analytics | Module A: Introduction to Data Science and Analytics
2025-03-18 08:00 - 2025-03-20 17:00 UTC | UP National Engineering Center, Juinio Hall, UP NEC, UP Campus Diliman Quezon City, Quezon City, 1101, Philippines
Schedule:

March 18-20, 2025, 8:00 AM – 5:00 PM, 3 Days, F2F

Course Description:

This course provides an introduction to data science and analytics which starts from the identification of analytics
problems, to finding and implementing solutions to these problems. An introduction to the design of dimensional models and data warehouses is also included. Visualization techniques are also discussed. This module also gives an overview of the various data analytics models for classification, regression, time series, association, clustering, text mining and optimization problems.

Prerequisite Concepts: None
Course Outline:

Introduction to Analytics
Introduction to Data Engineering
Descriptive Analytics
Predictive Analytics: Regression and Time Series Analysis
Unsupervised Learning and Modern Data Mining
Prescriptive Analytics

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.

Data Science and Analytics Certification Program Module G: R for Business Analytics
2025-09-16 08:00 (Asia/Manila)
Schedule:

September 16-18, 2025, 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 analytics with R.

Prerequisite Concepts: None
Course Outline:

Introduction to R and RStudio
Data Types and Simple Operators
Reading, Manipulating and Writing Data
R Graphics
Basic R Programming
Deploying R and Dashboard Generation

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.

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Data Science and Analytics Certification Program Module F: Forecasting & Time Series Analysis
2025-08-12 08:00 (Asia/Manila) | UP National Engineering Center, Juinio Hall, UP NEC, UP Campus Diliman Quezon City, Quezon City, 1101, Philippines
Schedule:

August 12-14, 2025, 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 Outline:

Introduction to Forecasting
Time Series Analysis and Forecasting
Accuracy and Monitoring of Forecasts
ARIMA and ARMA Models

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.

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Data Science and Analytics Certification Program Module E: Prescriptive Analytics
2024-07-15 08:00 - 2025-07-17 17:00 (Asia/Manila) | UP National Engineering Center, Juinio Hall, UP NEC, UP Campus Diliman Quezon City, Quezon City, 1101, Philippines
Schedule:

July 15-17, 2025, 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 Modelling and LP Formulation
Integer Programming
Network Integer Programming
Solving Prescriptive Analytics Problems in R
Stochastic Operations Research
Systems Simulation

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 Programs | Training Calendar | Payment Guidelines | e-TrainENGG

A Simplified Approach to Quantitative Data Storytelling*
2020-09-22 08:00 - 2020-09-24 17:00 (Asia/Manila)
To register, go to our Online Registration Site: http://bit.ly/UPNECRegistration

*Can be substituted with Data Science and Analytics Certification Program Module C

Reliability-Centered Maintenance
2020-06-23 08:00 - 2020-06-25 17:00 (Asia/Manila)
To register, go to our Online Registration Site: http://bit.ly/UPNECRegistration

Predictive Maintenance and Condition Monitoring
2020-06-09 08:00 - 2020-06-11 17:00, 2019-11-05 08:00 - 2019-11-07 17:00 (Asia/Manila)

Basic Solar Photovoltaic
2020-06-02 08:00 - 2020-06-04 17:00 (Asia/Manila)

Professional Certificate in Facilities Management Series 3
2020-05-26 08:00 - 2020-05-28 17:00, 2019-10-22 08:00 - 2019-10-24 17:00 (Asia/Manila)

Remote Sensing
2020-05-18 08:00 - 2020-05-22 17:00 (Asia/Manila)

Professional Certificate in Construction Management Course 3: Construction Project Cost Estimating and Analysis
2020-04-28 08:00 - 2020-04-30 17:00 (Asia/Manila)

Professional Certificate in Facilities Management Series 2
2020-04-21 08:00 - 2020-04-23 17:00 (Asia/Manila)

Advanced AutoCAD
2020-03-16 08:00 - 2020-03-20 17:00 (Asia/Manila)

Public Procurement Specialist Certification Course Level 2 (Intermediate)
2020-03-02 08:00 - 2020-03-10 17:00 (Asia/Manila)
To register, go to our Online Registration Site: http://bit.ly/UPNECRegistration
Training Dates:
March 2-7 & 9-10

Data Science and Analytics Certification Program MODULE B: Data Warehousing
2020-02-26 08:00 - 2020-02-28 17:00 (Asia/Manila)

Public Procurement Specialist Certification Course Level 1 (Basic)
2020-02-18 08:00 - 2020-02-28 17:00 (Asia/Manila)
To register, go to our Online Registration Site: http://bit.ly/UPNECRegistration

Training Dates:
February 18-22 & 26-28, 2020

Basic AutoCAD
2020-02-17 08:00 - 2020-02-20 17:00 (Asia/Manila)

Data Science and Analytics Certification Program MODULE A: Introduction to Data Science and Analytics
2020-02-11 08:00 - 2020-02-13 17:00 (Asia/Manila)

Project Management in the Construction Industry
2020-02-04 08:00 - 2020-02-06 17:00, 2019-10-01 08:00 - 2019-10-03 17:00 (Asia/Manila)

Business Analytics Certification Program Module E: Prescriptive Analytics
2019-11-26 08:00 - 2019-11-28 17:00 (Asia/Manila)

Public Procurement Specialist Certification Program Level 3 (Advanced) - UPNEC
2019-11-22 08:00 - 2019-12-14 17:00 (Asia/Manila)
To register, go to our Online Registration Site: http://bit.ly/UPNECRegistration
Inclusive dates:
November 22-23, 28-29, December -7, & 13-14

Public Procurement Specialist Certification Program Level 2 (Intermediate) - Davao
2019-11-04 08:00 - 2019-11-12 17:00 (Asia/Manila)

Basic Course for Pollution Control Officers
2019-10-14 08:00 - 2019-10-18 17:00 (Asia/Manila)

Maintenance of Commercial and Industrial Building Facilities and Utilities
2019-10-08 08:00 - 2019-10-10 17:00 (Asia/Manila)
