Bloom Filters Courses and Certifications

Center for Language & Speech Processing(CLSP), JHU

BitFunnel: How Bing Uses Bloom Filters for Search

Explore BitFunnel algorithm powering Bing search, using Bloom filters to efficiently process queries and search billions of documents, challenging conventional wisdom in text indexing.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Simons Institute

Algorithms with Prediction

Explore how machine learning predictions can enhance traditional algorithms, improving efficiency in search, caching, and data structures like Bloom filters.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Simons Institute

Capacity Analysis of Vector Symbolic Architectures

Explores representation capacities of vector symbolic architectures, analyzing their ability to perform symbolic tasks and comparing them to a novel Hopfield network variant.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Graph Search, Shortest Paths, and Data Structures

1997 ratings at Coursera

Explore data structures, graph algorithms, and their applications in computer science, from search techniques to social network analysis.

• Coursera
• 13 hours 32 minutes
• On-Demand
• Paid Course

TheIACR

Bloom Filters in Adversarial Environments

Explore adversarial resilient Bloom filters, their applications, and cryptographic necessities in this comprehensive analysis of data structure security.

• YouTube
• 22 minutes
• On-Demand
• Conference Talk

UofU Data Science

Streaming Distinct Item Counting and Mergeable Summaries - HyperLogLog and Bloom Filters - L14

Discover advanced streaming algorithms including HyperLogLog for distinct item counting, Bloom filters, and mergeable data summaries for large-scale data processing.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Video

PyCon Israel

Let Your Pipeline Bloom - Fast Python with Filters, Caches, and Low Memory Footprint

Unlock memory-efficient Python pipelines using caching, filtering, and Bloom filters to minimize IO operations and boost computational performance.

• YouTube
• 18 minutes
• On-Demand
• Free Video

Algorithms for Searching, Sorting, and Indexing

533 ratings at Coursera

This course covers basics of algorithm design and analysis, as well as algorithms for sorting arrays, data structures such as priority queues, hash functions, and applications such as Bloom filters.

• Coursera
• 1 day 11 hours 8 minutes
• On-Demand
• Paid Course

Advanced SQL for Data Scientists

1151 ratings at LinkedIn Learning

Learn advanced techniques for analyzing large data sets with SQL. Find out how to build sophisticated data models, optimize queries, extend SQL with user-defined functions, and more.

• LinkedIn Learning
• 2 hours 31 minutes
• On-Demand
• Free Trial Available

Cassandra Data Modeling Essential Training

101 ratings at LinkedIn Learning

Learn about the basics of designing data models in the latest release of Cassandra, the popular NoSQL database capable of handling large amounts of fast-changing data.

• LinkedIn Learning
• 1 hour 22 minutes
• On-Demand
• Free Trial Available

The Case for Learned Index Structures

Exploring learned index structures as alternatives to traditional database indexes, offering potential improvements in speed and memory efficiency for data retrieval and management.

• YouTube
• 56 minutes
• On-Demand
• Free Video

JSConf

A Sneak Peek into Super Optimized Code in JS Frameworks

Explore optimization techniques used in popular JS frameworks, including linked lists, monomorphism, and bitmasks, to enhance performance and speed in web development.

• YouTube
• 23 minutes
• On-Demand
• Conference Talk

Tractable Novelty Exploration Over Continuous and Discrete Sequential Decision Problems

Explore cutting-edge width-based planning algorithms for sequential decision problems, covering continuous dynamics, polynomial approximations of novelty, and comparisons with deep reinforcement learning.

• YouTube
• 55 minutes
• On-Demand
• Free Video

JSConf

Bundling With H2 Server Push

Optimize website delivery beyond Webpack using HTTP/2 server push. Learn tools and techniques to enhance performance and user experience in modern web development.

• YouTube
• 15 minutes
• On-Demand
• Conference Talk

NDC Conferences

Understanding Probabilistic Data Structures with UFO Sightings

Explore probabilistic data structures using UFO sighting data. Learn about Bloom Filters, MinHash, and Top-K, and discover how these structures can efficiently process large datasets with trade-offs in precision.

• YouTube
• 55 minutes
• On-Demand
• Conference Talk