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Explore Multidimensional scaling with Churchill CompSci Talks. In less than an hour, learn to arrange items based on pairwise differences using Torgerson-scaling and Kruskal’s algorithm.
Learn to improve code quality by writing less, in a talk by Mariusz Różycki under Churchill CompSci Talks. Gain insights from 5 lessons and personal experiences in under an hour.
Explore PID controllers' role in devices, their components, and applications with Churchill CompSci Talks. Includes live simulations and less than an hour of material.
Learn about Swarm Intelligence and its application in computer systems with Churchill CompSci Talks. Understand bird flocking models and their use in solving numerical optimization problems.
Explore lock-free programming principles with Churchill CompSci Talks. Learn to create stable, faster systems by allowing threads to interact without blocking, using a lock-free stack example.
Explore the PAC machine learning framework with Churchill CompSci Talks. Understand problem learnability, supervised binary classification, and the significance of PAC in under an hour.
Explore computational number theory and cryptography with Churchill CompSci Talks. Learn Lenstra's elliptic curve factorization method in less than an hour. No advanced knowledge required.
Explore the history, significance, and future of MIDI in this short program by Churchill CompSci Talks. Learn how MIDI revolutionized music production and get a practical demonstration.
Explore the history of WWII code-breaking, including the creation of Colossus, the world's first programmable computer, in this short talk by Churchill CompSci Talks.
Explore randomised algorithms and their efficiency over deterministic ones with Churchill CompSci Talks. Understand complexity classes, probabilistic Turing machines, and pseudorandom number generators.
Explore the potential of the Analytical Engine in deep learning with Churchill CompSci Talks. Dive into Victorian-era computing and modern algorithmic intelligence in under an hour.
Explore the advancements in computer Go AI, including Monte Carlo Tree Search and multi-armed bandits theory, in this short talk by Churchill CompSci Talks.
Explore digital and adaptive filters, their algorithms, and applications with Churchill CompSci Talks. Includes Matlab demonstrations and less than 1 hour of material.
Explore the unexpected aspects of programming languages in this under 1-hour talk by Mariusz Różycki, offered by Churchill CompSci Talks. Dive into real-world coding challenges and surprises.
Dive into the basics of machine learning with Churchill CompSci Talks. Understand hypotheses, data representation, and explore algorithms in under an hour.
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