Note

This note was transcribed by Claude.

Overview

First lecture of the master program. Covers course logistics, structure, assessment methods, Moodle platform walkthrough, and student introductions. This is primarily an orientation session.


Logistics & Schedule

  • Lecture format: 3-hour synchronous sessions (online via Teams), starting at 7:15 PM
  • Break policy: One 10-minute break mid-session (~8:30 PM), then class ends early (~9:55 PM) to accommodate students in different time zones and with work schedules
  • Recordings: Available on Teams after each session; can also request the video file directly from the instructor via WhatsApp
  • Flexibility: Students can eat, take bathroom breaks during lectures — cameras on when possible but not mandatory

Course Structure (Master in Football Match Analysis)

Teaching Staff

NameRoleBackground
Diogo CoutinhoCourse coordinatorPhD in Sports Science (UTAD/CIDERCE), assistant coach at Gil Vicente (1st division Portugal), consultancy for English FA and Qatar Stars League
Rui MarcelinoSports Performance ModelingUMAIA faculty
Ricardo AlvesTechnology, Data Programming & Analysis, Sports Performance ModelingMatch analyst at Benfica (first team)
Francisco CostaMatch Analysis specialistFormer FC Porto match analyst, now at Fortuna Sittard (Netherlands)
Peter BrandonScouting specialistScout at Sporting CP

Two Career Paths

  1. Match/Tactical Analyst — opposition analysis or team analysis
  2. Scout — talent identification, shadow team creation

Semester Breakdown

PeriodSubjects
1st Trimester (Feb—Apr)1. Applied Research Methods for Sports Performance Analysis (full semester) 2. Analyst Role in Football Practice 3. Applied Technology for Sports Performance Analysis
2nd Trimester (Apr—Jun)4. Applied Research Methods (continued) 5. Sports Performance Modeling 6. Programming & Data Analysis (Python)
Work Placement (Jun/Jul—May)Practical internship at a club (match analysis or scouting role) + Master Report with scientific study
2nd Semester (Sep—Jan)3 weeks of applied scouting/match analysis lectures during work placement

Critical rule: You must pass all 5 subjects in the first two trimesters to be eligible for the work placement. Failure = delayed progression.


Assessment & Moodle Platform

How Assessment Works

  • Each subject has assessment tasks (labeled A1, A2, A3… on Moodle)
  • For Applied Research Methods specifically: ~17 assessment tasks contributing to an ePortfolio (digital portfolio)
  • The ePortfolio is the sum of all individual works + your own reflections — serves as a reference during work placement
  • Complementary tasks (labeled C) are non-graded but required to unlock progress to next topics

Example Assessment Tasks

TaskWeightDescriptionDue
A15%Develop citations and references (article, book, chapter, thesis, web page)~Feb 21
Abstract interpretation15%Create an abstract based on statistical analysis/result interpretationTBD
Abstract from data15%Develop own statistics from provided databases and produce an abstractTBD
Other tasksVariousGame phase analysis, player behavior identification, match analysis developmentRolling

Submission & Grading

  • All submissions via Moodle (PDF format)
  • Instructor provides feedback; resubmission allowed if quality isn’t sufficient (though grade may be lower than first-time submissions)
  • If you fail coursework: 1st exam attempt is free (oral exam). 2nd attempt requires a fee (private university)

Progress Tracking

  • Moodle tracks completion (video lessons watched, tasks submitted)
  • Instructor sends individual progress reports every ~1—1.5 months
  • Reports show: % completed vs. expected, observations on participation, positive feedback + areas to improve

ISPAS Accreditation Pathway

The International Society of Performance Analysis of Sport offers accreditation levels:

LevelWhoRequirements
Level 1—2Practitioner/internship or master’s studentWork with coaches, solve specific problems, 1—2 years with a team
Level 3Scientific routePhD-level research, conference submissions
Level 4Applied eliteWork at elite professional level

A good scientific study during work placement could be submitted to conferences, contributing to Level 3.


Work Placement Options

Option 1: Propose Your Own Club

If you already work at a club, you can do your placement there (instructor must approve).

Option 2: University-Arranged Placement

Based on individual meetings, the instructor matches you with available positions. You submit 3 club preferences; grades used as tiebreaker only if multiple students want the same club.

Past Placement Examples

  • Tondela (2nd division Portugal)
  • 3rd and 4th division Portuguese clubs
  • Youth level teams (for students with daytime jobs)
  • Qatar Stars League internships (remote — access to Wyscout, analyzing players/teams from home; potential for paid progression)

Previous Student Outcomes

  • Student from Greece became Head of Department at Romitus
  • Students progressing from 4th to 3rd division clubs
  • One student became champion in 4th division
  • 3—4 students now working at professional level
  • Two students working remotely for Qatar Stars League

Student Introductions

StudentBackgroundGoals
AlessandroFrom Italy, former goalkeeper, club analysis experienceGo professional, exploring both match analysis and scouting
Gabriel PesagnaFrom Brazil (Rio/Salvador). Head of Performance Analysis at Sport Club Bahia (City Football Group). Previous: Botafogo, Corinthians. Post-grad from Universidad EuropeaLearn and grow further
Sami ShuraFrom Tunisia. Video analyst (Nacsport etc.). Basketball coach/player. Contacts in Saudi Arabia & Qatar footballDevelop football analysis expertise
PedroDegree from FADO. Interim opposition analyst at Nottingham Forest (Vitor Pereira’s staff, previously at Wolverhampton)Keep learning, build experience
TiagoDegree in Economics. Opposition analysis for PFSA Network (Bromley). Attending FC Porto scouting courseMain interest is scouting
GabrielleBorn in Portugal, raised in USA. Bachelor’s in International Business. PFSA certificates. Internship at Chaves. Thesis on scoutingWants to become a scout
Jose32, from Amarante (Porto). Degree in Communication & Media. Amateur youth coach at Amarante. 2nd edition student (returning)Develop match analysis skills, go professional

Software & Tools

ToolPurpose
MoodleMain learning platform (video lessons, quizzes, task submission)
Microsoft TeamsLive lectures and recordings
Metrica SportsMatch analysis software (1-year access provided)
Scout DecisionScouting software
WyscoutPlayer/team analysis (used in Qatar internships)
JamoviStatistical analysis (introduced in later lectures)
PythonProgramming & data analysis (2nd trimester with Ricardo)

Key Takeaways

  1. Follow Moodle closely — it’s the backbone of the course. Video lessons + tasks must be completed in sequence
  2. ePortfolio is cumulative — every assessment task feeds into it; it becomes your reference during work placement
  3. Science subject is the heaviest — ~67 video lessons, most assessment tasks, but critical for the work placement research component
  4. Stay on the suggested timeline — deadlines are soft but progress is tracked; falling behind compounds quickly
  5. Network with classmates — the instructor deliberately creates group work opportunities; students come from diverse backgrounds