ODSC Speakers: Blogs, Articles, and Tutorials from Data Science Experts

A Brief Overview of the Role of Artificial Intelligence in Cybersecurity

Blogs from ODSC Speakers Modeling cybersecurity East 2022posted by ODSC Community April 6, 2022

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

Blogs from ODSC Speakers Machine Learning Modeling East 2022posted by ODSC Community April 5, 2022

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

Blogs from ODSC Speakers Deep Learning Modeling East 2022posted by ODSC Community April 4, 2022

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

Blogs from ODSC Speakers Machine Learning Modeling East 2022 Few Shot Learningposted by ODSC Community April 4, 2022

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

Blogs from ODSC Speakers Modeling East 2022 Knowledge Graphposted by ODSC Community March 31, 2022

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

Blogs from ODSC Speakers Machine Learning Modeling East 2022posted by ODSC Community March 28, 2022

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

Blogs from ODSC Speakers Modeling NLP/Text Analytics East 2022posted by ODSC Community March 14, 2022

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

Blogs from ODSC Speakers Modeling NLP/Text Analytics East 2022posted by ODSC Community March 14, 2022

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

The Data Scientific Method vs. The Scientific Method

Blogs from ODSC Speakers Modeling East 2022posted by ODSC Community March 8, 2022

Editor’s note: Patrick Hall is a speaker for ODSC East 2022 this April 19th-21st. Be sure to check out his talk, “A Tutorial on Machine Learning Model Governance,” there! Data science has a science problem. A lot of data science seems much more aligned with cargo... Read more

Benchmarking a Computer Vision Deep Learning Pipeline with Distributed Computing

Blogs from ODSC Speakers Deep Learning Modeling Computer Vision East 2022posted by ODSC Community March 4, 2022

Editor’s Note: Jennifer is a speaker for ODSC East 2022. Be sure to check out her talk, “Creating a Benchmark for a Large-Scale Image Captioning Pipeline,” to learn more about computer vision deep learning there! Computer vision has an essential role in solving some of the... Read more