National Engineering Center

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.

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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 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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PCCM 1: Project Management in the Construction Industry
2025-03-11 08:00 - 2025-03-13 17:00 UTC
Schedule:

March 11-13, 2025, 8:00 AM – 5:00 PM, 3 Days, F2F

Course Description:

This 3-day course aims to provide breadth and depth to the modern concepts of project management for managers for construction project owners, managers for design teams and construction business owners. Based on extensive hands-on experience in the Philippine construction industry, on the principles in the Project Management Body of Knowledge (PMBOK) of the Project Management Institute, the following knowledge areas for study are:

Module 1: Introduction and Tools
Module 2: Documentation in Construction Project Management
Module 3: Project Procurement and Contract Management
Module 4: Project Cost Estimating and Financing
Module 5: Introduction to Construction Site Safety
Module 6: Principles of Quality Assurance
Module 7: Project Scheduling
Module 8: Considerations for Implementation and Control
Module 9: Principles of Leadership
Module 10: Procurement of Professional Services

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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Professional Certificate in Facilities Management
2025-03-11 08:00 - 2025-06-08 17:00 UTC | UP National Engineering Center, Juinio Hall, UP NEC, UP Campus Diliman Quezon City, Quezon City, 1101, Philippines
Schedule:

Facilities Management Series I – March 11-13, 2025, 8:00 AM – 5:00 PM (3 Days, Php 15,000)
Facilities Management Series II – April 1 -3, 2025, 8:00 AM – 5:00 PM (3 Days, Php 15,000)
Facilities Management Series III – May 6-8, 2025, 8:00 AM – 5:00 PM (3 Days, Php 15,000)

Course Objectives:

To create awareness on and provide practical approaches to best-known practices in facilities management in abuilding environment
To address fundamental principles but only to the point necessary for the understanding of facilities managementfrom a holistic life cycle perspective
To provide the essential knowledge and skills required to carry out efficient and effective facility management
To develop and implement energy management and indoor air quality management
To be able to use facility management tools for operation and maintenance planning and management

Target Participants:

Practicing facilities managers, property and building administrators, engineers, architects, project managers, projectcoordinators and project supervisors.

Minimum Background:

At least supervisory level or with at least 2 years working experience in a related field

Course Outline:

The program consists of 10 modules grouped into 3 lecture series. A Certificate of Completion will be given to participants after completing each Lecture Series. A Professional Certificate in Facilities Management will be given to participants who have completed the full program.

Registration: Click here to register

Facilities Management Series I

Module 1. Introduction and Strategic Facilities Management
Module 2. FM vs. Engineering Maintenance Management
Module 3. Asset Management Principles & Applications

Facilities Management Series II

Module 4. Building Conservation & Refurbishment
Module 5. IT Applications and New Technologies in FM
Module 6. Energy Management in Built Environment and Effective Implementation of Energy Conservation Measures
Module 7. Indoor Air Quality Fundamentals
Module 8. Fire Safety Management of Built Environment- Liabilities & Strategies

Facilities Management Series III

Module 9. Facilities Solutions & Management Competence – Mechanical Systems in Buildings
Module 10. Facilities Solutions & Management Competence – Electrical Systems in Buildings

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 | 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 | Module B: Data Warehousing
2025-04-22 08:00 - 2025-04-24 17:00 (Asia/Hong_Kong)
Schedule:

April 22-24, 2025, 8:00 AM – 5:00 PM, 3 Days, F2F

Course Description:

In this course, you will learn to combine information from different sources and merge them into a single data warehouse for decision-making. This module provides introductory concepts and techniques for developing effective dimensional models to answer business questions. You will also learn how to design dimensional models for extensibility, employ a proven dimensional design process, apply the process to representative situations, and understand a variety of advanced dimensional modeling techniques.

Prerequisite Concepts: None
Course Outline:

Entity Relationship Modelling
Relational Modelling
Relational Databases and SQL
Introduction to Dimensional Modelling
ETL: Extraction, Transformation and Loading
Transformation and Loading Methodologies

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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PCCM 2: Construction Project Supervision
2025-04-22 08:00 - 2025-04-24 17:00 UTC
Schedule:

April 22-24, 2025, 8:00 AM – 5:00 PM, 3 Days, F2F

Course Description:

This 3-day course aims to build the basic competencies necessary for young engineers to become effective construction project supervisors, with a solid foundation and complete awareness of the significance of project safety. Based on extensive hands-on experience in the Philippine construction industry, the following knowledge areas for study are:

Module 1: Introduction to Construction Supervision
Module 2: Planning and Organizing Work
Module 3: Introduction to Work Study
Module 4: Principles of Leadership
Module 5: Principles of Effective Communication and Communications Management
Module 6: Teams and Team-Building
Module 7: Conflict Resolution

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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DigiGov 2025 Innovating Public Service: Navigating the New Technological, Procurement and Policy Landscape
2025-05-05 08:00 - 2025-05-07 16:00 (Asia/Shanghai) | UP National Engineering Center, Juinio Hall, UP NEC, UP Campus Diliman Quezon City, Quezon City, 1101, Philippines
I. Rationale:
In today’s digital era, governments worldwide are rapidly transitioning towards digital transformation to enhance service delivery, transparency, and efficiency. A citizen-centric approach to government digitalization enabled by emerging technologies and the latest innovation ensure that digital government initiatives prioritize the needs, expectations, and experiences of the public, making services more accessible, efficient, and inclusive. Leveraging a platform-based digital model further enables interoperability, data sharing, and availing fit-for-purpose innovation across government agencies.
The imperative for digital transformation is particularly pressing for government agencies, including executive departments, local government units (LGUs), government-owned and controlled corporations (GOCCs), and state universities and colleges (SUCs). These institutions must adopt digital platforms to improve service delivery, streamline operations, and enhance accountability. However, achieving this transformation requires a comprehensive digitalization roadmap, along with the necessary skills to navigate procurement processes and effectively implement digital solutions.
This seminar-workshop aims to equip government agencies with the knowledge and tools needed to develop and implement a citizen-centric digital transformation strategy while ensuring compliance with procurement regulations and best practices.
II. Objectives:
The seminar-workshop aims to achieve the following objectives:

Highlight the importance of citizen-centric digital transformation in enhancing efficiency, transparency, and public service delivery.
Equip participants with the skills to develop a structured digitalization roadmap tailored to their agency’s needs.
Enhance understanding of the procurement process for digital projects to ensure compliance, transparency, and effectiveness.
Explore platform-based governance models and digital solutions that enable interoperability and data-driven decision-making.
Provide guidance on bidding out digital projects, ensuring fair, competitive, and successful procurement processes.
Showcase best practices and case studies from successful digital transformation initiatives in the public sector.
Foster collaboration and knowledge-sharing among government agencies to accelerate digital transformation.
Develop an actionable and sustainable digital transformation roadmap that aligns with the national digital government strategy.

III. Target Participants:
The seminar-workshop is designed for key stakeholders involved in government digital transformation, including:

Key IT decision makers/representatives from executive departments
Officials and personnel from GOCCs
Administrators, IT specialists, and faculty from SUCs
Representatives from local government units (LGUs)
Experts in e-governance, procurement, digital transformation, and public administration

IV. Key Topics and Sessions:

Adopting a Citizen-Centric Digital Transformation Framework and Effective Strategies for Success
Visioning a Digital Future and Crafting an Agency Transformation Roadmap
How to Realize your Digital Ambitions with the New Government Procurement Law
Government Procurement Without the Pain: Aligning APPs, ISSPs and ToRs
Platform-Based Technologies: Innovation to Improve public service delivery
Artificial Intelligence and Fit for Purpose Technologies and Infrastructure
Preparing the Organization for Transformation: Capacity Building, Change Management and
Ensuring Stakeholders’ Buy-in
Mitigating Risks and Enabling Trust: Establishing Cybersecurity and Data Privacy Resilience

V. Date and Venue:

May 5-7, 2025, 9:00 am – 4:00 pm, Three (3) Succeeding Days, Face-to-Face, UP NEC Seminar Room B

VI. Investment Fee:

Php 15,000.00 per participant (Training includes kit, meals, snacks, and free flowing coffee)

VII. Registration: Click here to register

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 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 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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