Simply Typed Lambda Calculus and Type Inference — PickAClass
⏱ 2h 48m 📚 28 lessons 🎧 Audio version

Simply Typed Lambda Calculus and Type Inference

Master the foundations of formal type systems, subject reduction, and the Hindley-Milner algorithm through structured written lessons.

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About this course

Understanding how modern compilers verify code safety and infer data types begins with the mathematical foundations of typed lambda calculus. This text-based course breaks down formal type theory into clear, structured explanations, helping you understand how static type systems ensure program correctness without requiring an advanced background in logic. You will build a deep conceptual foundation in formal typing systems, comparing Church-style explicit typing with Curry-style implicit typing. Through carefully explained derivations and written exercises, you will explore structural properties such as subject reduction, the substitution lemma, and principal type generation, culminating in the practical mechanics of automated type inference. What you will learn: - Understand the core terminology and syntax of simply typed lambda calculus in Church and Curry styles - Examine subterm typability, context management, and the substitution lemma - Analyze subject reduction and the theoretical guarantees of type preservation - Master term unification algorithms and how they resolve type constraints - Apply the Hindley-Milner type inference algorithm step by step - Connect classical type theoretical principles to type checkers in modern programming languages The material begins with fundamental definitions and typing rules before guiding you through formal properties and algorithmic type reconstruction. Designed for programmers, computer science students, and language enthusiasts, this course requires only basic familiarity with programming logic. Begin reading today to discover how static type systems work beneath the surface.

Course contents

What you'll get

  • 📜 Certificate of completion
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  • 💬 Personal AI tutor
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  • 🎧 Audio version included
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  • 📱 Phone or computer
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  • ⚡ Short & focused
    2h 48m of practical content

Certificate of completion

Every course you complete on PickAClass issues a credential like this — original, with its own code, verifiable by URL, and detailed about what was actually demonstrated.

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Simply Typed Lambda Calculus and Type Inference
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Performance detail
Coursework summary
Lessons completed 14 / 14
Practice questions 26 / 28
Assignments submitted 4 (avg 4.5 / 5)
Capstone project Reviewed — 4.6 / 5
Total practice 6.2 hrs
Performance benchmark
Cohort rank Top 12% of 1,625
Time to completion 11 days (median: 22)
Mastery score 91 / 100
Practice-question score 94%
Skill verification Verified Skill Path
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Issued under the academic standards of PickAClass. Skill levels reflect assessed performance against the course's competency rubric. This is an original credential of this platform.

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Frequently asked

What do I need to take this course? +

Just a phone or computer with internet. No installs, no special hardware.

How do I pay? +

By card via Stripe. We don’t store card details — Stripe handles them securely.

Can I get a refund? +

Yes — full refund within 14 days, no questions asked.

How long will I have access? +

Forever. Once you purchase, the course is yours to revisit anytime.

Will I get a certificate? +

Yes. On completion you'll receive a certificate you can add to your LinkedIn profile.

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