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East 2022
Training a Medication Named-Entity Recognition Model From Scratch with spaCy

Training a Medication Named-Entity Recognition Model From Scratch with spaCy

Blogs from ODSC SpeakersModelingNLP/Text AnalyticsEast 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
Learning Data Science: Is a Mini Bootcamp Right For You?

Learning Data Science: Is a Mini Bootcamp Right For You?

Career InsightsConferencesEast 2022posted by Elizabeth Wallace, ODSC March 10, 2022

You know you want to make the jump to data science, but when you search for “data science bootcamps” and “data science courses,” you find tons of results like “I quit my job to join a bootcamp” and “How to become a data scientist in three... Read more
Top 10 AI Companies Coming to the ODSC East AI Expo Hall

Top 10 AI Companies Coming to the ODSC East AI Expo Hall

Business + ManagementConferencesAzureEast 2022Microsoftposted by ODSC Team March 8, 2022

With ODSC East right around the corner, coming April 19-21, it’s time to focus on some of the hot topics that you need to know. On everyone’s mind of course is artificial intelligence, where it’s going, and what will the future look like as the scale... Read more
The Data Scientific Method vs. The Scientific Method

The Data Scientific Method vs. The Scientific Method

Blogs from ODSC SpeakersModelingEast 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
Building Named Entity Recognition and Relationship Extraction Components with HuggingFace Transformers

Building Named Entity Recognition and Relationship Extraction Components with HuggingFace Transformers

ModelingNLP/Text AnalyticsEast 2022posted by ODSC Community March 7, 2022

Editor’s note: Sujit Pal is a speaker for ODSC East 2022. Be sure to check out his talk, “Transformer Based Approaches to Named Entity Recognition (NER) and Relationship Extraction (RE),” there! Named Entity Recognition (NER) is the process of identifying word or phrase spans in unstructured... Read more
Benchmarking a Computer Vision Deep Learning Pipeline with Distributed Computing

Benchmarking a Computer Vision Deep Learning Pipeline with Distributed Computing

Blogs from ODSC SpeakersDeep LearningModelingComputer VisionEast 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
10 Steps to Become a More Responsible Data Scientist

10 Steps to Become a More Responsible Data Scientist

ModelingEast 2022Responsible AIposted by ODSC Team March 4, 2022

Responsible AI is a big tent idea that’s generated a lot of attention over the last few years. For those of us on the front lines, data scientists, machine learning (ML) engineers, researchers are others, the key question is: how do we build responsible AI in... Read more
Supercharge Your Pandas Code with Apache Spark

Supercharge Your Pandas Code with Apache Spark

Blogs from ODSC SpeakersModelingPythonApache SparkEast 2022PandasSparkposted 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
Optimizing Your Model for Inference with PyTorch Quantization

Optimizing Your Model for Inference with PyTorch Quantization

Machine LearningModelingEast 2022PyTorchQuantizationposted by ODSC Community February 28, 2022

Editor’s Note: Jerry is a speaker for ODSC East 2022. Be sure to check out his talk, “Quantization in PyTorch,” to learn more about PyTorch quantization! Quantization is a common technique that people use to make their model run faster, with lower memory footprint and lower... Read more
Introduction to Model Validation Toolkit

Introduction to Model Validation Toolkit

Blogs from ODSC SpeakersModelingEast 2022Model 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
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