Resources on Logic Education

In this page, you can find a compilation of resources on logic education that are available on the internet. Some of the resources were previously compiled on other websites created with this purpose (e.g., tools-for-teaching-logic) and others were found on the web.

! If you would like to suggest a resource on logic education, send an email to logic-education.component319@passfwd.com and we would be happy to add it! Thank you for your contributions 🙂

A portion of these resources were compiled in Summer 2023 as an effort to provide a comprehensive list of the current state of educational logic resources available on the web.

The aim of this compilation is:

  • to serve as a first place where students and academics can access and share resources.
  • to be an interactive and collaborative space! 🙂
    • Anyone can suggest to add a new resource that they create or they find on the internet, and anyone can suggest to remove a link that has become deprecated over time.
    • We highly encourage you to do this by sending an email! logic-education.component319@passfwd.com
Each resource has the following characteristics listed in the first row of each table:
  • URL of the resource.
  • Resource type (website, solver, etc).
  • About (a few sentences on the basic characteristics of the resource).
  • External Software? (Is it necessary to download an external software?)
  • Features (Main features of the resource)
  • Author(s)
  • Notes (e.g., is there a broken link, etc)

Click on these to access different kind of resources!

La Universidad de Salamanca has compiled logic resources in a new website! Summa Logicae, a digital library for students and researchers.

tools-for-teaching-logic

URLResource typeAboutExternal Software?FeaturesAuthor(s)Notes
tools-for-teaching-logicWebsiteOpen SourceNoList of resources which appear in the remainder of this tableFrancois Schwarzentruber, ENS Rennes, FranceOne broken link. Can contribute to the page via GitHub (Improve this page)
Logic4FunSolverVersion 2.0 (beta), released in 2014.No• Full first order logic form for constraints in place of clause form
• Facility to save and reload work, and to submit it to the class manager
• Provision of standard logical symbols for connectives and quantifiers
• A help facility based on keyword search
• Puzzle text, solver input and solver output all on the same page
an ANU Summer Scholars team with Dr. John Slaney, AustraliaRegistration and login needed!
TouISTSolverA graphical user interface and command line for using a SAT/SMT solverYesA friendly language for propositional logic and moreFrédéric Maris (Associate Professor), Olivier Gasquet (Full Professor), Dominique Longin (Research Scientist) and Maël Valais (PhD student) at Institut de Recherche en Informatique de Toulouse (IRIT). It is a “second” or “new” version of a previous program, SAToulouse. TouIST is now actively developed in context of Maël Valais’ PhD thesis.
Potassco(Potsdam Answer Set Solving Collection)SolverTools for Answer Set ProgrammingYesGetting started, Documentation, Software. Also contains an “Answer Set Programming” course at https://teaching.potassco.org/ University of Potsdam
Modal Logic PlaygroundModal LogicThis app is a graphical semantic calculator for a specific kind of modal logic, modal propositional logic, which extends propositional logic but lacks quantifiers (∀ and ∃)NoRoss Kirsling, Tokio
Hintikka’s worldModal LogicThis website shows intelligent artificial agents reasoning about higher-order knowledge (a knows that b knows that…). It enables to explore mental states of the agents by clicking on them. It contains many classical AI examples.NoThis tool can be used for: Learning modal logic. Model checking and satisfiability problem. Learning models of dynamic epistemic logic. Having fun with epistemic puzzles.IRISA, FranceNot secured connection
SMCDELModal LogicA symbolic model checker for Dynamic Epistemic Logic.NoExample codes, Paper, and Technical reportMalvin Gattinger, ILLC, Universiteit van Amsterdam
LoTRECModal LogicGeneric Tableau Prover
Latest version (as of 14/07/2023): Feb 07, 2019
YesLilac teamRequires download of software
AiML.NetModal LogicList of tools of modal logicNoIncomplete list of Accessible theorem provers, Verifiers, Translators, Automated correspondence theory, Visualisation, Other tools, Generators of formulae, Collections of problems, Related linksRenata Schmidt, University of ManchesterNot secured connection
PandoraProof SystemPandora stands for “Proof Assistant for Natural Deduction using Organised Rectangular Areas”. Pandora can be used to prove that a <goal> formula follows from the given formulae.YesQuick start + documentation + softwareImperial College LondonSoftware that needs to be downloaded. To run Pandora, Java Web Start is required
PravdaProof SystemPedagogical prover – exercices in proof systemsNoResolution + Hilbert + Natural Deduction proof systemsENS RennesNot secured connection.
PandaProof SystemYesSoftware that needs to be downloaded.
The Incredible Proof MachineProof SystemTool to perform proofs in various logics (e.g. propositional, predicate logic) visuallyNoYou simply add blocks that represent the various proofs steps, connect them properly, and if the conclusion turns green, then you have created a complete proof! Simply drag and drop to connect two dots; for some examples of completed proofs, see this paper.Mostly Joachim Breitner, Karlsruher Institut für Technologie, with valuable help from some colleagues and friends.
Why3Program VerificationPlatform for deductive program verificationYesIncludes Documentation + Examples + PRojects using Why3 + Other External ProversTeam-project Toccata (formerly ProVal) at Inria Saclay-Île-de-France / LRI Univ Paris-Saclay / CNRS. Main developers

François Bobot

Jean-Christophe Filliâtre

Claude Marché

Guillaume Melquiond

Andrei Paskevich
NuSMVModel Checkers for Temporal LogicsSymbolic model checkerYesIncludes: Projects using NuSMV + Mailing lists + On-line documentation + NuSMV Papers + NuSMV Examples + Bugs and extensions + Other projectsJoint project between: The Embedded Systems Unit in the Digital Industry Center at FBK-IRST; The Model Checking group at Carnegie Mellon University , the Mechanized Reasoning Group at University of Genova; and The Mechanized Reasoning Group at University of Trento.
SpinModel Checkers for Temporal LogicsWidely used open-source software verification tooYesIncludes: examples, stories, tutorials, books, papers model extraction, exercises, docs on use, communityBell Labs in the Unix group of the Computing Sciences Research Center
AlloyModellingOpen source language and analyzer for software modelingYesSite has language doc, tool downloads, and a repository of links to case studies and applications.Software Design Group at MIT.
MCMASMulti-agent SystemsOpen-source, OBDD-based symbolic model checker tailored to the verification of Multi-Agent Systems (MAS)YesIncludes software + graphical interface documentationVAS Group, Imperial College London

Logic software and logic education

URLTypeAboutFeaturesExternal Software?Author(s)Notes
Logic software and logic education HTML download websiteHTML WebsiteCommenced in 1996. Last updated 23 May 2007.

It currently has some broken links. Those which are not broken are listed below.
These pages contain a pretty comprehensive, alphabetically ordered: list of educational logic software as well as additional, very incomplete, information on that subject in the form of links to: the theorem proving community, other lists of educational logic software, logic education projects .YesMaintained by Hans van Ditmarsch . Comments appreciated: hans@cs.otago.ac.nz
AproSOnline CourseProof SearchThe broadened project has now three separate parts. (1) At its center is the automated proof search engine AProS. It provides the computational core for all our efforts to enhance logic learning and teaching through excellent technological support. (2) These efforts have resulted in the development of sophisticated, interactive Labs that are incorporated in web-based Courses featuring the LogicLab Software Suite, in particular, in the introductory course Logic & Proofs. (3) The novel logical calculus NIC (normal intercalation calculus) reflects informal bi-directional reasoning and allows the formulation of efficient strategies for proof search. These strategies are implemented in AProS which, in turn, is the logical backbone for the Dynamic Proof Tutor.YesProject Director: Wilfried Sieg, Research Staff: Dawn McLaughlin, Michael Ringenberg, Research Collaborators: Joseph Ramsey, Research Associates (current): Patrick Walsh, Paulo SantosThe new AProS Application will soon be available! Stay tuned for the first release version in Fall 2023!
Athena Programming Language (Old version with exercises: Athena)Programming LanguageProverAthena is a programming language and an interactive theorem proving environment rolled in one. (1) As a programming language, Athena is a higher-order functional language in the tradition of Scheme and ML: strict and lexically scoped. (2) As a theorem proving system, Athena is based on many-sorted first-order logic.Combining expressivity and simplicity. True natural-deduction style. Conditional and Equational Rewriting. Built-in Proof Automation. Proof Reuse and Custom Tactics. Flexible Module System. Extensible notation. Abstract-level proofs and structured theoriesNoYesCreated by Konstantine Arkoudas, and Mantained by AthenaFoundationNew version has in-website playground but can also download. There are three available courses for learning Athena. The material for these courses consists of thoughtfully curated excerpts from the Athena book. There is User’s Guide for old version.
Linear Logic ProverProverThis small program searches a cut-free proof of the given two-sided sequent of first-order linear logic.The proof search of linear logic is undecidable. Therefore, this program limits the number of contraction rules for each path of the proof at most three (this threshold value can be changed). YesNaoyuki TamuraThere are further links in the website for resources. Some of these are likely broken.
Also, more on linear logic:
http://www.lcc.uma.es/~lopez/linear.html
Site includes user’s guide
Sequent ProverProverThis small program seqprover.pl (written in Prolog) searches a cut-free proof of the given sequent of first-order logic.YesNaoyuki TamuraPlease refer to guide.pdf for notations and inference rules.
An Introduction to Teaching Logic as a ToolWebsiteContains links to different resources both educational and for teaching.NoDavid Gries and Fred B. Schneider
Summa Logicae (Spanish & English)WebsiteDigital library, a reference book for logic students and researchers alike, specially Spanish speakers, overtly involved in innovation and paedagogical systematization. We also include software, a selection of links and a glossary. There is a page in the site under the heading working groups, specifically devised for students.Fundamentals. This heading unifies a series of basic content and the fundamentals of our discipline, alternatively it could have been called “Mathematical Logic”, o simply, “Logic”. Under this category we find the following sub-branches: Elementary LogicProof TheoryModel TheoryComputational Theory and Set Theory. Logical Systems. The greater part of our research activity involves devising logical systems of diverse nature. Traditionally they have been called non-classical logics, many of them were extensions of classical logic. We have decided to call them simply “logical systems”. Those materials, headings and subheadings displayed in this branch are so numerous that our only alternative was to resort to an open list which shall grow with time. Applications. Under this heading we have included all possible applications of logic, or logical systems, in different fields, such as: Computer ScienceLinguisticsEconomics or Science. Studies on Logic. Under this heading you will find a great variety of external studies which have logic as their main subject: History of LogicBibliographyPhilosophy of Logic and Paedagogy of Logic.NoYesMaría Manzano, et al.User Guides (in Spanish) under:: Library :: Applications :: Comentario Software
Taller de Didáctica de la Lógica (Spanish)WebsiteHistorical website from Academia Mexicana de Lógica It contains links to various websites with variety of resources, some of which are brokenNoAcademia Mexicana de LógicaWill try out the links to discover more educational logic resources.
Theorem Proving System (TPS) and the Educational Theorem Proving System (ETPS)ProverThe Theorem Proving System (TPS) is an automated theorem-prover for first-order logic and type theory. The Educational Theorem Proving System (ETPS) is a cut-down version of TPS intended for use by students; it contains only commands relevant to proving theorems interactivelyPotential applications of automated theorem proving include hardware and software verification, partial automation of various mathematical activities, promoting development of formal theories in a wide variety of disciplines, deductive information systems for these disciplines, expert systems which can reason, and certain aspects of artificial intelligence.Yes[Peter Andrews] [Matthew Bishop] [Chad E. Brown] [Rémy Chrétien] [Eve Cohen] [Sunil Issar] [Dan Nesmith] [Frank Pfenning] [Hongwei Xi]TPS and ETPS run in Common Lisp, and can be used on any system where Common Lisp runs. TPS and ETPS have been used extensively under Unix and Linux systems, and to some extent under Windows.
Tree Proof GeneratorProverEnter a formula of standard propositional, predicate, or modal logic. The page will try to find either a countermodel or a tree proof (a.k.a. semantic tableau).NoWolfgang SchwarzUser guide is given in the webpage with syntax and instructions on how to use the tool.
Mechanized ReasoningWebsiteVariety of links related to Automated ReasoningThis page contains the following items: • What is Automated Reasoning, • Existing systems, related fields/pages, archives, …Research groups and projects, • Discussion forums, • Journals, • Organizations, • An annotated reading listNoMichael Kohlhase and Carolyn Talcott.[Last updated 2 September 1996.] This page is still under construction, so it is by no means complete. For better service to the Mechanized Reasoning community we will need your help. Please contribute!. Send links, material to fill in blanks, suggestions, encouragement, or donations by clicking here.
Introduction to LogicWebsiteThis website provides, through a range of materials and tools, an introduction to the study of elementary logic covering propositional and predicate calculus. It is hoped that the site may be useful more widely, for anyone who would like to investigate the subject. The material here is intended to be used in conjunction with Wilfrid Hodges’ Logic. This text was used for the Introduction to Logic course until 2008, when Hodges’ text was replaced with the Logic Manual as set text.NoThe Logic Web project has been directed by Hugh Rice at the Faculty of Philosophy.This site has been developed by the Academic Computing Development TeamInitial development and design carried out by Martin Rhys Jones..AcknowledgementsThese webpages are no longer maintained and appear here as an unsupported resource only.
Tableau3WebsiteTableau3 has been written in Java and in order to run properly has two main requirements: a program that can interpret the Java program (called a Java Runtime Environment) and the ability to display mathematical symbols through the provision of appropriate fonts.

The instructions on this Help Page are designed to provide assistance in getting Tableau3 to work in a selection of environments.YesTableau3 has been developed by Nik RobertsThe Tableau3 program has been written in Java and requires some configuration in order to get it working properly.
Power of LogicWebsiteThe Power of Logic Web Tutor is a free tutorial to accompany the sixth edition of The Power of Logic by Frances Howard-Snyder, Daniel Howard-Snyder, and Ryan Wasserman.This internet-based study guide provides you with numerous ways to check your understanding of logic and to independently check your work and receive feedback.NoWebsite produced by Logic Pedallersfor McGraw-Hill   © 2012 – 2023
DN-FNEducational ProgramProgram to learn Natural Deduction in Gentzen-Kleene’s styleThe disk contains two programs, DN and FN, intended to provide some help in teaching Natural Deduction (in Gentzen’s style) and Normal Forms calculation. They are written in Pascal for PC computers. The primitive idea was to have at disposal a true and intelligent deriver, being able to calculate and provide (on a printer) fair copies for exercises carried out for a long time at the University of Nantes.YesPatrice Bailhache, Université de Nantes
Logic-ToolboxEducational ProgramCategorical Logic (Seems to not be working properly), Propositional Logic, Formal ProofsNoUpdate:4/9/13Please send questions, feedback, suggestions, and bug reports to:john.saetti@gmail.comCopyright ©2007 by John Saetti – ALL RIGHTS RESERVEDLast update: 6-1-18This material is provided with the hope that it may be useful to students- but WITHOUT ANY WARRANTY – even an implied warranty of its fitness for a particular purpose.
The Logic MachineBookEducational ProgramThe Logic Machine, originally developed and hosted at Texas A&M University, provides interactive logic software used for teaching introductory formal logic. The Daemon Proof Checker checks proofs and can provide hints for students attempting to construct proofs in a natural deduction system for sentential (propositional) and first-order predicate (quantifier) logic. The Quizmaster provides a variety of exercises, from questions about basic concepts such as validity, to wff construction and translation, to proofs, truth tables, and countermodels. The system and exercises are based on Logic Primer (MIT Press, 2000) but the exercises are also suitable for use with other texts, such as E.J. Lemmon’s Beginning Logic.YesColin Allen and Chris Menzel ©2006-2022
JapeProof CalculatorJape is a configurable proof calculator and supports the interactive discovery of formal proofs in inference systems. It is distributed with a number of example logic encodings: in particular a natural deduction, several sequent calculi, a treatment of Burroughs-Abadi-Newman protocols, a Hindley-Milner typing mechanism, and various others including even Aristotlean syllogisms.A manual (Roll your own Jape logic) is available for those who would like to experiment with their own encodings.
Get releases via 
the release page, and please report problems via the issues page.
YesRichard Bornat

University of Michigan Library – Philosophy – Logic Resources

URL
Type
AboutFeaturesExternal Software?Author(s)Notes
University of Michigan Library – Philosophy – Logic ResourcesCollection of ResourcesWebsiteSelected resources useful for philosophical research.Online Logic Resources, Logic Blogs, Online Courses for LogicNoUniversity of Michigan
BlogicBookThis book explores the deep structure of thought and language. It will not teach you how to think or how to speak, but it will teach you how to think and speak about thinking and speaking — how to analyze and discuss them in terms of universal principles by which they are governed. These principles play an especially important role in reasoning — the reasoning that we do in our heads, when we think, and the reasoning that we do aloud when we argue for a conclusion.NoDavid Velleman
Latex-for-logiciansArticleWebsiteThese pages give a brief guide to resources of interest to logicians, philosophers and others using LaTeX to produce papers or presentations, teaching materials, theses or books, and perhaps wanting to include logical matter such as natural deduction proofs.NoPeter Smith. Contact: peter_smith AT me DOT com
Logic in argumentative writingArticleWebsiteThis handout is designed to help writers develop and use logical arguments in writing. This handout helps writers analyze the arguments of others and generate their own arguments.NoPurdue University
The Many Worlds of LogicQuizzesSlidesVideosWebsiteThis website accompanies and supplements the standard logic class taught at most colleges and universities.The videos, slides, lectures, and quizzes on this website are keyed to Introduction to Logic by Paul Herrick (Oxford University Press, 2012).NoPaul Herrick, Shoreline Comm College
Puzzle Baron’s logic puzzlesPuzzlesWebsite with more than 25,000 unique puzzles available for play, both online and the old fashioned way – with pencil and paperFeel free to solve online just for fun, or, for an added challenge, register a free account and compete against thousands of other solvers to make it into our Logic Puzzle Hall of Fame!NoPuzzle Baron
Teach Yourself LogicBookStudy GuideA re-titled, expanded version of the old Teach Yourself Logic study guide. This is a book length guide to suitable texts either for teaching yourself logic by individual self-study, or to supplement a university course. You only need to read just the first half-dozen pages to see if this is for you!The same reviews in the Appendix can also be found as separate webpages in linked to this page of Book Notes, which also links to comments/reviews about some forty(!) more books on logic and the philosophy of mathematics. These range from half-pages to (in one case) a 52 page essay. Most are a useful two or three pages!NoPeter Smith. Contact: peter_smith AT me DOT com

Logic and Philosophy resources online

URLTypeAboutFeaturesExternal Software?Author(s)Notes
Logic in ActionBookWebsiteOpen course in logic. This project was developed to provide a modern introduction to the field of logic with topics reflecting both its mathematical essentials and a broad view of its interdisciplinary role.A pdf version of the textbook can be downloaded from here. There are also slides for teaching available, in English and in Spanish (made by Fernando Velazquez Quesada). Further exercise material for the chapters (courtesy of Dora Achourioti, AUC) can be found here. Online exercises in modal logic (an important topic in the course) can be found here.NoJohan van Benthem, Hans van Ditmarsch, Jan van Eijck, Jan Jaspars
LogicomixComicCovering a span of sixty years, the graphic novel Logicomix was inspired by the epic story of the quest for the Foundations of Mathematics.This was a heroic intellectual adventure most of whose protagonists paid the price of knowledge with extreme personal suffering and even insanity. The book tells its tale in an engaging way, at the same time complex and accessible. It grounds the philosophical struggles on the undercurrent of personal emotional turmoil, as well as the momentous historical events and ideological battles which gave rise to them.NoThe Team
Logic in the 19th century, especially that of George BooleBookWebsiteLink with book notes, slides, talks, lecture presentations centered on logic and logic in the 19th century, especially that of George BooleNoStanley N. Burris, Distinguished Professor Emeritus and Adjunct Professor, Department of Pure Mathematics, University of Waterloo, E-mail: snburris@math.uwaterloo.ca
SimcirJSCircuit SimulatorSimcirJS(a.k.a. Simcir) is a circuit simulator in HTML5 and JavaScript.NoYesKazuhiko Arase
Openproof Courseware: Tools for Learning LogicBookOnline CourseThe Openproof project at Stanford’s Center for the Study of Language and Information (CSLI) is concerned with the application of software to problems in logic. Since the early 1980’s we have been developing applications in logic education which are both innovative and effective. The development of these courseware packages has in turn informed and influenced our research agenda.[REQUIRED TO BUY COURSES] Courses: Logical Reasoning with Diagrams and Sentences. Language, Proof and Logic. and YesCSLI, Standford University
MathigonEducational ProgramThe Mathematical Playground: Free tools, courses and manipulatives to make online learning more interactive and engaging than ever before.NoTeam Mathigon
Beginning Mathematical Logic: A Study Guide BookNoPeter Smith. Contact: peter_smith AT me DOT com
Introduction to Logic courseOnline CourseNoCoursera
Mathematical Thinking courseOnline CourseNoCoursera
Book Of Proof by Richard HammackBookNoRichard Hammack
Symbolic Logic by Lewis CarrollBookNoLewis Carroll
Student Cognition Toolbox for StatisticsOnline CourseThe Student Cognition Toolbox (SCT) is a short course companion (or “sidecar”) introducing and providing direct practice in study strategies that are informed by learning science research. In this version of the SCT, material from introductory statistics is used to illustrate the application of the study strategies. This version gives examples and recommendations specifically for students studying Introductory Statistics.NoCarnegie Mellon UniversityOpen & Free Version
Same as above
Logicmatters.netBookWebsiteTHE BIG RED LOGIC BOOKS The headline news. (New book, Aug 2023!)

LOGIC MATTERS BLOG Peter Smith’s occasional blog posts on logic, music, and other enthusiasms. Most recent posts: ‘Category Theory I, the paperback!’ (Aug 5); ‘Schubert on Sunday 2: Eric Lu plays D959’ (Aug 6); ‘Mileti, Modern Mathematical Logic, Chs 11–12’ (Aug 7).

INTRO TO FORMAL LOGIC. A corrected version of the second edition of An Introduction to Formal Logic is freely available here. There are also links to answers to exercises and to various supplementary materials.

GÖDEL’S THEOREMS. Two books are freely available here, An Introduction to Gödel’s Theorems and the much shorter Gödel Without (Too Many) Tears, along with related materials.

CATEGORY THEORY Links to resources at an introductory/intermediate level, including lecture notes and freely available books, and my evolving Category Theory: Notes Towards a Gentle Introduction.

TEACH YOURSELF LOGIC You will find here the much-downloaded Beginning Mathematical Logic: A Study Guide as well as other resources (including Book Notes reviewing many texts)

ARCHIVE Links to various old blog posts, papers, book reviews and other pieces. Also links to snippets from over a hundred notes on logic for (more or less) beginners. Plus my old advice for grad students on writing papers!

LaTeX FOR LOGICIANS Pages pointing to a wide range of resources of interest to logicians, philosophers and others using LaTeX.
NoPeter Smith. Contact: peter_smith AT me DOT com
Logic.lyEducational Program[Buy or Free Online Demo] The digital logic simulator. Logic.ly simulates logic circuits and assists students in learning digital electronics. Keep students engaged with a simple and friendly UI that encourages experimentation and discovery.• Design circuits quickly and easily with a modern and intuitive user interface with drag-and-drop, copy/paste, zoom & more. • Take control of debugging by pausing the simulation and watching the signal propagate as you advance step-by-step. • Don’t worry about multiple platforms on student computers. Install on both Windows and macOS.YesCopyright 2008-2023 Bowler Hat LLC. All rights reserved.News & Updates: Logic.ly Blog, • Follow Logic.ly on Twitter
An Introduction to Computer ScienceOnline CourseI call this site many things, a textbook, a study guide, the course website. Its goal is to present the material is a comprehensive written way.NoCharlie Stuart, Drexel University’s College of Computing and Informatics
Logic & ProofsOnline CourseAn introductory logic course, designed for students from a broad range of disciplines, from mathematics and computer science to drama and creative writing. It is also designed to reflect aspects of the logical tradition (going back to Aristotle) as well as the practical applicability (for example for the construction of Boolean circuits). Below one finds a detailed description of the course with many of its special features.Logic & Proofs is a rigorous introduction to modern symbolic logic that covers both sentential and predicate logic (including identity). The crucial skills of recognizing the (in-)correctness of arguments are honed by working in the LogicLab: in derivation or proof problems, students learn to construct complex arguments in a strategically guided way; in truth table and truth-tree problems, the emphasis is on systematically finding counterexamples.NoCarnegie Mellon UniversityOpen & Free Version
Same as above
Causal and Statistical ReasoningOnline CourseAn introduction to causal and statistical reasoning, this course is meant for students interested in critical thinking skills for daily life, students who will take a few statistics courses in service of a related field of study, and/or students interested in the foundations of quantitative causal models: called Bayes Networks.Topics Covered: Causation, association and independence, causation to association, association to causation: problems, association to causation: strategiesNoCarnegie Mellon UniversityOpen & Free Version
This Open & Free Course provides you with access to an online course comparable to a full semester course on Causal and Statistical Reasoning taught at Carnegie Mellon University. Your access includes the complete online course including all expository text, simulations, case studies, comprehension tests, computer tutors, and the Causality Lab.
At Carnegie Mellon, this online course is taught in combination with instructor-led discussion sections. The Open & Free Causal and Statistical Reasoning course does NOT include access to the end-of-module graded exams or to the course instructor. No credit is awarded for completing the Open & Free Causal and Statistical Reasoning course.