Algorithms Courses and Certifications

The Maple Tree: Structure and Algorithms - Mentorship Session

Explore the Maple Tree, an RCU-safe b-tree variant for storing non-overlapping ranges. Learn its structure, algorithms, and benefits in reducing lock contention and increasing data density.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

Computational Genomics Summer Institute CGSI

PBWT-based Algorithms for Large Cohort Genetics - CGSI 2024

Explore PBWT-based algorithms for large cohort genetics, covering efficient haplotype matching, IBD detection, and innovative approaches like d-PBWT and Syllable-PBWT for genomic data analysis.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Broad Institute

Models, Inference and Algorithms - Lightning Talks

Explore cutting-edge research in models, inference, and algorithms through lightning talks by five postdoctoral researchers at the Broad Institute of MIT and Harvard.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

Simons Semester on Dynamics

Rigorous Computer Algorithms for Chaotic Dynamics - Lecture 2

Dive into rigorous computer algorithms for chaotic dynamics, exploring transfer operators, spectral radius computation, and estimating key parameters in hyperbolic systems.

• YouTube
• 1 hour 35 minutes
• Self-Paced
• Free Video

Simons Semester on Dynamics

Rigorous Computer Algorithms for Chaotic Dynamics - Lecture 1

Dive into rigorous computer algorithms for chaotic dynamics, exploring spectral radius computation and its applications in hyperbolic systems and parameter estimation.

• YouTube
• 1 hour 35 minutes
• Self-Paced
• Free Video

Simons Institute

Using Algorithms to Understand Transformers and Using Transformers to Understand Algorithms

Explore algorithmic tools and optimization theory to uncover Transformer mechanisms for computational tasks, and discover how Transformers design data structures for tasks like nearest neighbor search.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

PyCon US

Weaving Algorithms: The Threads That Bind Python and Textile Communities

Exploring fascinating parallels between programming and fiber arts, from shared origins to terminology, revealing unexpected connections and insights between Python and textile communities.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Sundeep Saradhi Kanthety

Learn Dynamic Programming - Design and Analysis of Algorithms

Master dynamic programming techniques for efficient algorithm design and analysis in just 4 hours. Enhance problem-solving skills and optimize solutions for complex computational challenges.

• YouTube
• 3 hours 53 minutes
• Self-Paced
• Free Video

Sundeep Saradhi Kanthety

0/1 Knapsack Problem Using FIFO Branch and Bound - Design and Analysis of Algorithms

Comprehensive tutorial on solving the 0/1 Knapsack problem using FIFO Branch and Bound method, with practical examples and step-by-step explanations for efficient algorithm implementation.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Simons Institute

Dynamic Algorithms for Center on Graphs

Efficient approximation algorithms for k-center problem on dynamic graphs with edge updates. Explores novel techniques in dynamic graph theory and algorithm design.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

Simons Institute

Recent Progress on Sublinear Time Algorithms for Maximum Matching - Upper Bounds

Explore sublinear time algorithms for estimating maximum matching size in graphs, their applications in dynamic graphs, and recent advancements in the field.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

EuroPython Conference

Gamifying the Study of Algorithms

Explore innovative approaches to learning algorithms through gamification, enhancing problem-solving skills and making the study process engaging and enjoyable for software developers.

• YouTube
• 31 minutes
• Self-Paced
• Conference Talk

Association for Computing Machinery (ACM)

Justice in Misinformation Detection Systems - An Analysis of Algorithms, Stakeholders, and Potential Harms

Explore the ethical implications and potential harms of misinformation detection algorithms, analyzing stakeholder impacts and justice considerations in AI-driven content moderation.

• YouTube
• 15 minutes
• Self-Paced
• Conference Talk

Applied Algebraic Topology Network

Nathanael Cox - Effective Algorithms for Quotients of Semi-Algebraic Equivalence Relations

Explore efficient algorithms for computing quotients of semi-algebraic equivalence relations, focusing on complexity, tools, and key results in applied algebraic topology.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Applied Algebraic Topology Network

Embeddings and Tverberg-Type Problems: New Algorithms and Undecidability Results

Explore computational topology: algorithmic embeddability, undecidability in higher dimensions, and polynomial-time decidability of r-Tverberg problem in metastable range.

• YouTube
• 26 minutes
• Self-Paced
• Free Video