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Tutorial: Accelerate and Productionize ML Model Inferencing Using Open-Source Tools
Faith and Prabhat are speakers for ODSC East 2020 this April. Be sure to check out their talk, “From Research to Production: Performant Cross-platform ML/DNN Model Inferencing on Cloud and Edge with ONNX Runtime,” there! You’ve finally got that perfect trained model for your data set. Now what? To... Read more
Causal Analysis Provides a Toolbelt, Not a Silver Bullet
Erich is a speaker for ODSC East 2020 this April 13-17! Be sure to check out his talk, “Methods for Using Observational Data to Answer Causal Questions,” there! Is drinking red wine associated with decreased risk of heart disease? Does drinking red wine prevent heart disease? Should I advise... Read more
Data Science Applied to Wearables: Can Your Watch Help You Improve Your Lifestyle?
Svetlana is a speaker for ODSC East 2020 this April 13-17! Be sure to check out her talk, “Biomarker, Sleep, and Activity Patterns Data from a Web-Based Nutrition Platform for Healthy Individuals: Insights for Personalized Recommendations,” there! Activity trackers have made the inner workings of our bodies accessible to... Read more
Guided Labeling: Human-in-the-Loop Label Generation with Active Learning and Weak Supervision
Paolo is a speaker for ODSC East 2020 this April 13-17. Be sure to check out his talk, “Guided Labeling: Human-in-the-Loop Label Generation with Active Learning and Weak Supervision,” there! One of the key challenges of utilizing supervised machine learning for real-world use cases is that most algorithms and... Read more
State-of-the-art NLP Made Easy with AdaptNLP
Andrew and Brian are speakers for ODSC East 2020 this April 13-17 in Boston. Be sure to check out their talk, “State-of-the-art NLP Made Easy,” there! Natural Language Processing (NLP) has advanced significantly since 2018, when ULMFiT and Google’s release of the BERT language model approached human-level performance on... Read more
Introduction to Apache Airflow
Apache Airflow is a tool created by the community to programmatically author, schedule, and monitor workflows. The biggest advantage of Airflow is the fact that it does not limit the scope of pipelines. Airflow can be used for building Machine Learning models, transferring data, or managing the infrastructure. Let’s... Read more
Unit Cost Metrics for Customer Churn
Carl is a speaker for ODSC East this April 13-17! Be sure to check out his talk, “Fighting Customer Churn With Data,” there! In this post I’m going to highlight one of the key takeaways from the session I’m planning for ODSC East in April: To understand and reduce... Read more
Call for ODSC Europe 2020 Speakers and Content Committee Members
We are excited to announce our official Call for Speakers for ODSC Europe 2020!  We are now accepting proposals for talks, workshops, and trainings. ODSC Europe will take place in Dublin, September 14-18, and will bring together 250+ speakers and 6,500+ data scientists, academics, and business professionals for 130+ sessions.... Read more
Smart Technologies in Enhancing Browsing Experiences
Zona is a speaker for ODSC East 2020 this April 13-17! Be sure to check out their talk, “Smart Technologies in Enhancing Browsing Experiences,” there! Information search is an activity that involves various techniques and methods for finding new data and insights. Physical and digital spaces as different contexts... Read more
Inversion of 2D Remote Sensing Data to 3D Volumetric Models Using Deep Dimensionality Exchange
By Graham Ganssle, PhD, Head of Data Science, Expero Inc. Be sure to check out his upcoming talk at ODSC East 2020 this April 13-17, “Inversion of 2D Remote Sensing Data to 3D Volumetric Models Using Deep Dimensionality Exchange,” there! Many companies are continuously exploring for and monitoring the stability of CO2... Read more