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ODSC Speaker
Novelty in Machine Learning, or “What Gets Me Excited Every Day About Data Science”

Novelty in Machine Learning, or “What Gets Me Excited Every Day About Data Science”

ConferencesFeatured PostMachine LearningModelingODSC SpeakerEast 2020posted by Kirk Borne March 9, 2020

Note: Kirk will present two training sessions at ODSC East 2020. One will focus on “Solving the Data Scientist’s Dilemma: the Cold-Start Problem with 10+ Machine Learning Examples” and the other will look at “Adapting Machine Learning Algorithms to Novel Use Cases.” I have always appreciated the unusual, unexpected,... Read more
Variational Auto-Encoders for Customer Insight

Variational Auto-Encoders for Customer Insight

ConferencesDeep LearningModelingODSC SpeakerEast 2020Neural NetworkVAEVariational Auto-Encodersposted by ODSC Community March 6, 2020

Github repository: VAEs-in-Economics Neural networks are sometimes perceived as super complicated. They’re not. The most attractive application, in my opinion, of neural networks for small and medium-sized businesses, is in customer segmentation, and in my upcoming workshop at ODSC East 2020, “Variational Auto-Encoders for Customer Insight,” I will show... Read more
Tutorial: Accelerate and Productionize ML Model Inferencing Using Open-Source Tools

Tutorial: Accelerate and Productionize ML Model Inferencing Using Open-Source Tools

ConferencesMachine LearningModelingODSC SpeakerEast 2020InferencingMicrosoftONNXposted by ODSC Community March 6, 2020

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

Causal Analysis Provides a Toolbelt, Not a Silver Bullet

ConferencesModelingODSC SpeakerCausal AnalysisEast 2020posted by ODSC Community March 6, 2020

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?

Data Science Applied to Wearables: Can Your Watch Help You Improve Your Lifestyle?

ConferencesModelingODSC SpeakerEast 2020technologyWearablesposted by ODSC Community March 6, 2020

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

Guided Labeling: Human-in-the-Loop Label Generation with Active Learning and Weak Supervision

ConferencesMachine LearningModelingODSC Speakeractive learningEast 2020KNIMElabelingposted by ODSC Community March 5, 2020

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

State-of-the-art NLP Made Easy with AdaptNLP

ConferencesModelingNLP/Text AnalyticsODSC SpeakerAdaptNLPbertEast 2020Novettaposted by ODSC Community February 26, 2020

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

Introduction to Apache Airflow

ConferencesMachine LearningModelingODSC SpeakerApache AirflowWorkflowposted by ODSC Community February 24, 2020

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

Unit Cost Metrics for Customer Churn

Business + ManagementConferencesFinancial ServicesODSC SpeakerEast 2020posted by ODSC Community February 21, 2020

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
Inversion of 2D Remote Sensing Data to 3D Volumetric Models Using Deep Dimensionality Exchange

Inversion of 2D Remote Sensing Data to 3D Volumetric Models Using Deep Dimensionality Exchange

ConferencesDeep LearningMachine LearningModelingODSC SpeakerEast 2020posted by ODSC Community February 12, 2020

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
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