UP Diliman Mathematics Foundation, Inc.

Wednesday, November 19, 2025

2026 DATA SCIENCE WORKSHOP

Dates: January 12, 13, 22, 23, 24, 2026

Time: 8:00 AM to 5:00 PM

Venue: MB 118 Math Bldg, University of the Philippines Diliman

Contact for inquiries: updmfiworkshop@math.upd.edu.ph


Overview

This is a two-part, 5-day workshop on programming, data visualization, data engineering, and data analysis.

Lecturers


Topics

Day 1 (January 12, 2026): Python Programming for Data Science

1. Python Basics and Data Structures 

2. Python Programming Fundamentals 

3. Introduction to NumPy 

4. Introduction to Pandas

 

Day 2 (January 13, 2026): Introduction to Data Engineering and Data Visualization

1. Data Engineering 

2. Data Preprocessing and Aggregations 

3. Data Visualization 

4. Data Visualization in Python

 

Day 3 (January 22, 2026): Introduction to Data Analysis

1. Basic Exploratory Data Analysis in Python

2. Introduction to Machine Learning

3. Introduction to Unsupervised Learning Methods

 

Day 4 (January 23, 2026): Introduction to Supervised Learning Methods

1. Prediction using Regression Analysis

2. Classification Models

3. Overview on Advanced ML 

 

Day 5 (January 24, 2026): Capstone Completion and Presentation Given a provided list of available data sets, participants will:

1. Choose a data set of interest for analysis

2. Perform the Exploratory Data Analysis on the data set of interest while answering guide questions  

3. Identify a goal for analysis regarding the data set and perform advanced data analysis techniques to achieve the goal  

4. Report findings through a simple python notebook.


REGISTRATION AND WORKSHOP FEE

The workshop is designed for participants who hold a Bachelor’s degree, possess basic programming skills, and have a fundamental understanding of statistics. Participants are required to bring their own laptops. Those who wish to participate should register through the following online form:

https://bit.ly/UPDMFI2026DSworkshop


The workshop fee covers the workshop kit, lunch and afternoon snacks. Proof of payment of the workshop fee should be uploaded in the registration form. Confirmation of registration will be sent once the payment is verified by the organizing committee. Kindly refer to the table below for the rates and deadlines:








Payment of the workshop fee can be made by bank deposit or transfer to the following account:

Philippine National Bank (PNB)

U.P. Campus Quezon City branch

Account name: UP Diliman Mathematics Foundation Inc

Account number: 108670007261 (Peso checking account)




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