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East 2020
AI in Healthcare: Use Cases for 2020

AI in Healthcare: Use Cases for 2020

Business + ManagementFeatured PostHealthcareEast 2020Healthcaremedicineposted by Elizabeth Wallace, ODSC March 10, 2020

AI is high on the hype cycle, not always delivering exactly what’s promised and sending businesses scrambling. Many AI use cases aren’t artificial intelligence at all, but instead, fancy processing used to handle big data. One area where AI is transforming human lives the way hype suggests may be... 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
Immersive Learning For Data Science – Cut the Learning Curve in Half

Immersive Learning For Data Science – Cut the Learning Curve in Half

Career InsightsFeatured PostEast 2020immersive learningposted by Elizabeth Wallace, ODSC March 5, 2020

Technology, and data science specifically, has changed the hiring process. Education is only the start; experience is fast becoming a priority for those looking to find a job quickly. The catch-22? How do you get experience to get hired when you need employment to gain experience? Before you lose... 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
Level Up: spaCy NLP for the Win

Level Up: spaCy NLP for the Win

ModelingNLP/Text AnalyticsEast 2020spaCyposted by ODSC Community February 21, 2020

Kimberly is a speaker for ODSC East 2020! Be sure to check out her talk, “Level Up: Fancy NLP with Straightforward Tools,” there! Natural language processing (NLP) is a branch of artificial intelligence in which computers extract information from written or spoken human language.  This field has experienced a... Read more
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