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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
The Data Scientific Method vs. The Scientific Method
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
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
Supercharge Your Pandas Code with Apache Spark
Editor’s Note: Itai Yaffe and Daniel Haviv are speakers for ODSC East 2022. Be sure to check out their talk, “A bamboo of Pandas: crossing Pandas’ single-machine barrier with Apache Spark,” there! Pandas is a fast and powerful open-source data analysis and manipulation framework written in... Read more
Introduction to Model Validation Toolkit
Editor’s note: Alex & Matt are speakers for ODSC East 2022. Be sure to check out their talk, “Introducing Model Validation Toolkit,” there! There are a number of tools and concepts that go into assuring a machine learning pipeline. We’ve built solutions for some of the... Read more
Accelerating Business Growth with Natural Language Processing 
Editor’s Note: Sameer is a speaker for ODSC East 2022. Be sure to check out his talk, “Natural Language Processing in Accelerating Business Growth,” to learn more about NLP applications in business! Natural language Processing (NLP) is a sub-discipline within Artificial Intelligence (AI) that enables the... Read more
You Too Can Be a Cybersecurity Data Scientist!
Editor’s Note: John is a speaker for ODSC East 2022! Be sure to check out his talk, “You Too Can Be a Cybersecurity Data Scientist!” there! I accidentally became a cybersecurity data scientist. I was in a PhD program, nearing graduation, and I realized that my... Read more
Just Enough Theoretical Underpinnings for NLP
Editor’s note: Chengyin Eng is a speaker for ODSC East 2022. Be sure to check out her talk, “Evolution of NLP and its Underpinnings,” there! “How do you say good morning in Spanish?” – This is an early research example in the field of Natural Language... Read more
Melting Pot and the Reverse-Engineering Approach to Multi-Agent Artificial General Intelligence
Editor’s Note: Joel is a speaker for ODSC East 2022. Be sure to check out his talk, “Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot,” there! Homo sapiens are a funny species. Along most of the traditionally studied domains of intelligence, we do not outshine... Read more