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Recurrent Neural Networks for Financial Time Series Prediction
Editor’s note: Nicole Königstein is a speaker for ODSC Europe 2022. Be sure to check out her talk, Dynamic and Context-Dependent Stock Price Prediction Using Attention Modules and News Sentiment, there to learn more about financial time series prediction! The use of neural networks is relatively... Read more
Harnessing the World’s IoT Devices to Slash Carbon Emissions
Editor’s Note: Gavin is a speaker for ODSC East 2022. Be sure to check out his talk, “Timing IoT Devices to Slash Carbon Emissions at Scale,” there! The largest single driver of climate change is electricity use. So each time we flip on a light switch,... Read more
A Brief Overview of the Role of Artificial Intelligence in Cybersecurity
Editor’s Note: Dr. Sagar Samtani is a speaker for ODSC East 2022 this April 19th-21st. Be sure to check out his talk, An Overview of AI for Cybersecurity: An Overview of the Field and Promising Future Directions, there to learn more about the role of artificial... Read more
Training Learned Optimizers
Editor’s Note: Luke Metz is a speaker for ODSC East 2022 this April 19th-21st. Be sure to check out his talk, “Learned Optimizers,” there! As machine learning models continue to grow, the cost and time to train such models have grown increasingly unwieldy. These rising costs... Read more
Matrices and Their Connection to Graphs
Editor’s Note: Eric is a speaker for ODSC East 2022. Be sure to check out his talk, “Network Analysis Made Simple,” there! Graphs, also known as networks, are ubiquitous in our world. But did you know that graphs are also related to matrices and linear algebra?... Read more
Introduction to Few-Shot Learning
Editor’s Note: Isha is a speaker for ODSC East 2022 this April 19th-21st. Be sure to check out her talk on few-shot learning there! Machine learning has been highly successful in data-intensive applications but is often hampered when the data set is small. Few-Shot Learning (FSL)... Read more
Why Provenance is the Key to AI Success: Knowledge Graph Ontology Design
Editor’s note: Henri is a speaker for ODSC East 2022. Be sure to check out this talk, “A Global Knowledge Graph of People, Skills, And Companies: How Ontology Design is Key to Enabling AI Solutions in HR,” there! I’m not going to start this blog by... Read more
Four Problems and Solutions Responsive MT Will Address
Editor’s note: Dr. Arle Lommel is a speaker for ODSC East 2022. Be sure to check out his talk, “How Can We Make Machine Translation Responsive and Responsible?” to learn more about responsive MT! Machine translation (MT) has become ubiquitous as a technology that enables individuals... Read more
What Can Go Wrong When Creating Data to Enable Multilingual AI 
Editor’s note: Olga is a speaker for ODSC East 2022! Be sure to check out her talk, “Creating Data to Enable Multilingual AI: What Can Go Wrong and Ways to Mitigate It,” there! Artificial intelligence (AI), and conversational AI as one of the fastest-growing sub-domains within... Read more
Training a Medication Named-Entity Recognition Model From Scratch with spaCy
Editor’s note: Ben is a speaker for ODSC East 2022. Be sure to check out his talk, “Neural Named-Entity Recognition pipelines with spaCy,” there! The uptake of Electronic Health Record (EHR) systems grew five-fold between 2008 and 2013 and has only been increasing since. These record... Read more