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

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

Supercharge Your Pandas Code with Apache Spark

Blogs from ODSC Speakers Modeling Python Apache Spark East 2022 Pandas Sparkposted by ODSC Community February 28, 2022

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

Blogs from ODSC Speakers Modeling East 2022 Model Validation Toolkitposted by ODSC Community February 25, 2022

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

Blogs from ODSC Speakers Business + Management NLP/Text Analytics East 2022posted by ODSC Community February 22, 2022

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!

Blogs from ODSC Speakers Career Insights Featured Post cybersecurity East 2022posted by ODSC Community February 22, 2022

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

Blogs from ODSC Speakers Modeling NLP/Text Analytics East 2022posted by ODSC Community February 22, 2022

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

Blogs from ODSC Speakers Deep Learning Modeling deepmind East 2022 Melting Pot Reinforcement Learningposted by ODSC Community February 15, 2022

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