Challenging Forensic Science: How Science Should Speak to Court (Coursera)

Challenging Forensic Science: How Science Should Speak to Court (Coursera)

The aim of this course is to promote critical thinking with regard to forensic science. Today, in general, most people are dazzled by the technical possibilities offered by forensic science. They somewhat live in the illusion that forensic evidence is fool proof and brings factual findings with 100% certainty.

Class Deals by MOOC List - Click here and see Coursera's Active Discounts, Deals, and Promo Codes.

This course – given by specialists in the field – goes beyond the conventional image that is promoted through TV series such as CSI. It alerts (without alarming) the public on the limits of the techniques in order to promote a sound administration of forensic science in the criminal justice system. It allows participants to understand the importance of probabilistic reasoning in forensic science, because uncertainty is a constitutive part of forensic science. The course is constructed as a series of causes célèbres that could or have led to miscarriages of justice. Some of these cases have been part of case reviews carried out at the School of Criminal Justice of the University of Lausanne.

Syllabus

WEEK 1
What is the "DNA" of a good forensic report ?
This first week will set the scene for the course. You will meet the instructors; learn about their background, teaching, research and casework activities. The School of Criminal Justice (University of Lausanne) will be shortly presented through a virtual visit, followed by the course objectives. The recent ENFSI guideline for evaluative reporting, used throughout the course, will be presented. ENFSI stands for the set of the good principles for writing forensic reports to be used in a court of law. The whole course aims at contrasting the practice as observed in notorious cases with the good practice promoted by the ENFSI guideline. Hence, we will start by setting out some reporting criteria that are essential to bring reliable evidence in court and explain the principles of interpretation (based on the concept of likelihood ratio) that should govern the production of any forensic evidence. The application of these principles leads to a defined way whereby the forensic scientist is entitled to speak to court.

WEEK 2
Elementary: source is not activity!
There is a general misconception that a piece of forensic evidence is sufficient to clinch the outcome of a case. This module aims at showing that the reality is more subtle and is intrinsically linked to the concept of hierarchy of propositions.
Cases based on DNA and gunshot residue (GSR) evidence will be analysed and discussed. First, through the Weller case we will demonstrate the DNA findings providing information towards the source of the DNA may not be at the core of the issue in the case. More and more the source of the DNA is not challenged, but how the DNA got there is.

WEEK 3
DNA is not the magic bullet
Based on international cases (Knox, Jama, Anderson and Scott) we will illustrate the potentials aspects that one needs to consider when assessing the value of DNA found in small quantity. You will be shown how one performs DNA analysis and what type of results can be produced. We will apply the ENFSI and the ISFG guidelines for evaluative reporting in the case at hand and see if the principles advocated allow avoiding misleading evidence. We will compare the situations where large quantities of blood are found to cases where low template DNA is recovered. You will learn to contrast these two situations and discover what type of results can be expected and what methods allow a balanced and robust interpretation. This first part of the course will demonstrate that very sensitive techniques require robust interpretation methods.
In the second part of the course, you will understand that with trace quantities, stringent control procedures are needed on the crime scene and in the laboratory. Indeed, pollution (or so-called contamination) is an aspect one needs to take into account. Cases (for example in Australia, the USA and England) have shown that the traces from the crime scene can be polluted at the hospital, by paramedics or in the laboratory. It is thus essential to consider this possibility, especially when DNA is the central (and only) element supporting the allegation of a person’s involvement in a crime. How to take into consideration the possibility of error/contamination when assessing the results will be presented.

WEEK 4
Trials by Numbers or Numbers on Trial
This week will be dedicated to how forensic scientists should convey the value of their results. From our white room dedicated to photography, we will study famous cases - including the Dreyfus case- and see how statistics can be misused. It will allow us to discuss how statistical values ought to be presented in court. A statistician (Phil Dawid) and a legal scholar (David Kaye) will be interviewed.
The second essential topic we will present will be on fallacious reasoning, and in particular on what has been coined, more than thirty years ago, the prosecutors fallacy. Bill Thompson, the first to have described this fallacious argument used in court will be another of our guest interviewees.

WEEK 5
The wonderland of certainty
This week will be present the Dallagher case involving earprints, the Mayfield and the McKie cases involving fingerprints. We want to make you understand what is at stake when an expert decides to conclude to an identification. You will understand through this week that identification is not the duty of the forensic scientist and that it is a decision that must be taken by the Court. We also want to highlight the possible causes for wrong identification. And yes they do occur, even with fingerprints! We will have the privilege to listen to interviews of persons closely involved in these cases: The father of Shirley McKie as well as Brandon Mayfield and her daughter Sharia.

Go to Class
MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Related Courses

¿Cómo persuadir? Jugando con palabras, imágenes y números (Coursera) Coursera
Universitat Autònoma de Barcelona

¿Cómo persuadir? Jugando con palabras, imágenes y números (Coursera)

¿Te has planteado alguna vez mediante qué mecanismos algunas personas consiguen convencer a otras personas? Este curso da respuesta a la pregunta y está dirigido a cualquier individuo interesado por los mecanismos de la argumentación en el siglo XXI. Aprenderemos la base de la comunicación persuasiva y el pensamiento crítico aplicados a toda clase de formatos: desde las palabras o los argumentos, pasando por las imágenes y los audiovisuales o, finalmente, por los números, las estadísticas y los gráficos.

Nov 16th 2026
4 Weeks
Comparing Genes, Proteins, and Genomes (Bioinformatics III) (Coursera) Coursera
University of California, San Diego

Comparing Genes, Proteins, and Genomes (Bioinformatics III) (Coursera)

Once we have sequenced genomes in the previous course, we would like to compare them to determine how species have evolved and what makes them different. In the first half of the course, we will compare two short biological sequences, such as genes (i.e., short sequences of DNA) or proteins. We will encounter a powerful algorithmic tool called dynamic programming that will help us determine the number of mutations that have separated the two genes/proteins.

Nov 9th 2026
5-12 Weeks
Use Generative AI as Your Thought Partner (Coursera) Coursera
Coursera Instructor Network

Use Generative AI as Your Thought Partner (Coursera)

This is a lesson from the comprehensive program, Navigating Generative AI for Leaders. In this lesson, you’ll learn how Coursera CEO, Jeff Maggioncalda, leverages generative AI models to be a more effective CEO. Jeff will discuss how he uses AI covering everything from his set up and model choices, through hands-on prompting examples.

Nov 9th 2026
1 Week
Philosophy, Science and Religion: Philosophy and Religion (Coursera) Coursera
University of Edinburgh

Philosophy, Science and Religion: Philosophy and Religion (Coursera)

Philosophy, Science and Religion mark three of the most fundamental modes of thinking about the world and our place in it. Are these modes incompatible? Put another way: is the intellectually responsible thing to do to ‘pick sides’ and identify with one of these approaches at the exclusion of others? Or, are they complementary or mutually supportive? As is typical of questions of such magnitude, the devil is in the details. For example, it is important to work out what is really distinctive about each of these ways of inquiring about the world. In order to gain some clarity here, we’ll be investigating what some of the current leading thinkers in philosophy, science and religion are actually doing.

Nov 9th 2026
5-12 Weeks
Bioinformatics: Introduction and Methods 生物信息学: 导论与方法 (Coursera) Coursera
Peking University

Bioinformatics: Introduction and Methods 生物信息学: 导论与方法 (Coursera)

A big welcome to “Bioinformatics: Introduction and Methods” from Peking University! In this MOOC you will become familiar with the concepts and computational methods in the exciting interdisciplinary field of bioinformatics and their applications in biology, the knowledge and skills in bioinformatics you acquired will help you in your future study and research.

Nov 9th 2026
13-24 Weeks
The City and You: Find Your Best Place (Coursera) Coursera
University of Toronto

The City and You: Find Your Best Place (Coursera)

Welcome to The City and You: Find Your Best Place. I'm excited to have you in the class and look forward to your contributions to the other learners in our community. This free course will provide the knowledge and the tools needed to understand what cities do, why they matter, the forces shaping the greatest wave of urbanization in history, and how to pick the right place for you.

Nov 23rd 2026
5-12 Weeks
Intellectual Humility: Science (Coursera) Coursera
University of Edinburgh

Intellectual Humility: Science (Coursera)

It’s clear that the world needs more intellectual humility. But how do we develop this virtue? And why do so many people still end up so arrogant? Do our own biases hold us back from becoming as intellectually humble as we could be—and are there some biases that actually make us more likely to be humble? Which cognitive dispositions and personality traits give people an edge at being more intellectually humble - and are they stable from birth, learned habits, or something in between? And what can contemporary research on the emotions tell us about encouraging intellectual humility in ourselves and others?

Nov 9th 2026
4 Weeks
Introduction to Systems Biology (Coursera) Coursera
Icahn School of Medicine at Mount Sinai

Introduction to Systems Biology (Coursera)

This course will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions. Biology is moving from molecular to modular. As our knowledge of our genome and gene expression deepens and we develop lists of molecules (proteins, lipids, ions) involved in cellular processes, we need to understand how these molecules interact with each other to form modules that act as discrete functional systems.

Nov 2nd 2026
5-12 Weeks
Intro to Managing Ethics in the Workplace & Marketplace (Coursera) Coursera
Northeastern University

Intro to Managing Ethics in the Workplace & Marketplace (Coursera)

Are you seeking practical guidance for improved decision making in business situations involving critical ethical issues? Are you looking to participate in creative and constructive thinking and learning around these topics? This course is designed to help you. Flawed ethical reasoning has interfered with patient care, undermined shareholder value, eroded public trust, distanced employees and destroyed careers. Using a combination of didactic instruction and a series of case studies, readings, and field study experiences, the course will actively engage you in a timely, relevant, and challenging fashion.

Nov 16th 2026
4 Weeks
Introduction to Genomic Technologies (Coursera) Coursera
Johns Hopkins University

Introduction to Genomic Technologies (Coursera)

This course introduces you to the basic biology of modern genomics and the experimental tools that we use to measure it. We'll introduce the Central Dogma of Molecular Biology and cover how next-generation sequencing can be used to measure DNA, RNA, and epigenetic patterns. You'll also get an introduction to the key concepts in computing and data science that you'll need to understand how data from next-generation sequencing experiments are generated and analyzed.

Nov 9th 2026
4 Weeks
Bugs 101: Insect-Human Interactions (Coursera) Coursera
University of Alberta

Bugs 101: Insect-Human Interactions (Coursera)

Of all the animals on earth, which are the strongest for their size? What about the fastest? Who were the first animals to evolve flight? Insects take all of these titles and more! As the most abundant animals on the planet, insects and other arthropods affect our lives in so many ways. From beneficial interactions like pollination and biological pest control, to the transmission of life threatening diseases; this course will teach you about the big ways that these little arthropods impact our lives.

Nov 9th 2026
13-24 Weeks