Bloom Filters Courses and Certifications

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 Online Course

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 Online Course

Graph Search, Shortest Paths, and Data Structures

1973 ratings at Coursera

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

• Coursera
• 15 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

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 Online Course

Algorithms for Searching, Sorting, and Indexing

354 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 7 minutes
• On-Demand
• Free Online Course (Audit)

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 Online 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

Parmy Baddhan

Daz Studio Lighting Tutorial - Gel Lights

Learn to create unique gel light patterns in Daz Studio for stunning portrait and beauty renders. Master spotlight setup, primitive settings, tonemapping, and bloom filters to make your artwork stand out.

• YouTube
• 22 minutes
• On-Demand
• Free Online Course

Parmy Baddhan

Daz Studio Lighting Tutorial - Bloom Effects

Learn three methods to create stunning glow and glare effects in Daz Studio, enhancing your 3D renders with realistic bloom and sun effects without relying on post-processing.

• YouTube
• 21 minutes
• On-Demand
• Free Online Course

IEEE

CRLite - A Scalable System for Pushing All TLS Revocations to All Browsers

Explore a scalable system for efficient TLS certificate revocation checking in browsers, reducing latency and enhancing privacy while maintaining low bandwidth costs.

• YouTube
• 17 minutes
• On-Demand
• Free Online Course

USENIX

ParaSwift - File I/O Trace Modeling for the Future

Efficient algorithm for modeling NFS and SAN workloads using Bloom Filter sampling, addressing challenges in file trace modeling for improved system design and testing.

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

Security BSides San Francisco

Advanced Techniques for Real Time Detection of Polymorphic Malware

Explore advanced techniques for detecting polymorphic malware in real-time, including approximation matching algorithms and bloom filters. Compare efficiency and performance of various methods for fast identification and classification.

• YouTube
• 25 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 a balance of speed and accuracy.

• YouTube
• 59 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