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ODSC Speaker
The Real AI Crisis

The Real AI Crisis

Business + ManagementConferencesFeatured PostODSC SpeakerEast 2020ODSC Global Virtual Conferenceposted by ODSC Community March 19, 2020

Hui is a speaker for the ODSC Global Virtual Conference this April 14-17! Be sure to watch his talk, “Accelerating the Enterprise Uptake of AI,” there! Some thought leaders, such as Elon Musk and the late Stephen Hawking, have repeatedly warned about the potential danger of artificial intelligence and... Read more
Who Cares About Data Privacy?

Who Cares About Data Privacy?

ConferencesModelingODSC Speakerdata privacyEast 2020GDPRposted by ODSC Community March 16, 2020

In this  article, which is a 7-minute read, I will: explain why I am in data privacy, share some practical tips on how I recommend to manage privacy in a complex environment, and give an outlook on the legal topics which we will cover at our upcoming ODSC talk,... Read more

Creating a Data Analysis Pipeline in Python

ConferencesODSC SpeakerPythonTools & LanguagesEast 2020Snakemakeposted by ODSC Community March 13, 2020

The goal of a data analysis pipeline in Python is to allow you to transform data from one state to another through a set of repeatable, and ideally scalable, steps. Problems for which I have used data analysis pipelines in Python include: Processing financial / stock market data, including... Read more
How to Start a Machine Learning Project in a Company

How to Start a Machine Learning Project in a Company

Business + ManagementConferencesODSC SpeakerEast 2020posted by ODSC Community March 13, 2020

Leandro is a speaker for ODSC East 2020. Be sure to check out his talk, “How to Apply Machine Learning in Your Company Using Design Thinking and Canvas,” there! We are living in an unpredictable moment in human history, being able to teach computers to “think” and to make... Read more
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
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