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Convolutional Neural Networks (CNNs) and Generative Adversarial Networks (GANs) - Moving Beyond Basic Neural Networks for Innovative Advantages
Convolutional Neural Networks (CNNs) and Generative Adversarial Networks (GANs) - Moving Beyond Basic Neural Networks for Innovative Advantages Neural Networks are no longer limited to ...- Authors: David Snell, Balathasan Giritharan
- Date: Nov 2019
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Technology & Applications>Artificial intelligence & machine learning; Technology & Applications>Visualization
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Cambodian Insured Lives Mortality with Data Science
Cambodian Insured Lives Mortality with Data Science Our firm has developed the first publicly available insured lives mortality table for Cambodia using data science methods. This essay provides ...- Authors: Nicholas Yeo
- Date: Jul 2020
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Innovators & Entrepreneurs
- Topics: Predictive Analytics>Programming languages & tools; Technology & Applications>Artificial intelligence & machine learning
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Session 18: AP - Using Predictive Models for Life Insurance Assumptions
Session 18: AP - Using Predictive Models for Life Insurance Assumptions Predictive modeling is a powerful toolset for assumption setting (mortality, lapse, etc.). The multivariate approach has ...- Authors: Rosmery Cruz, Dihui Lai
- Date: Sep 2019
- Competency: Strategic Insight and Integration
- Topics: Actuarial Profession>Best practices; Actuarial Profession>Management skills; Technology & Applications>Artificial intelligence & machine learning
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Session 091: The Future is Now: InsurTech Ignite!
Session 091: The Future is Now: InsurTech Ignite! Ignite-style presentations feature presenters with 20 slides, automatically advancing every 15 seconds. The result is a fast and fun presentation ...- Authors: Christine Hofbeck, Jane Wang, Martin Snow, Joseph Wurzburger, Erik Wenzel
- Date: Feb 2020
- Competency: External Forces & Industry Knowledge
- Topics: Technology & Applications; FinTech & InsurTech; FinTech & InsurTech>Disruption; Technology & Applications>Artificial intelligence & machine learning
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AI for Actuaries
AI for Actuaries Artificial Intelligence (AI) is expected to change the insurance industry more in the next 10 years than it has changed in the past 100 years. Rapid advancements in computing ...- Authors: William Yap
- Date: Sep 2019
- Competency: Results-Oriented Solutions; Technical Skills & Analytical Problem Solving
- Topics: Technology & Applications>Artificial intelligence & machine learning
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Session 23: ALL - Natural Language Processing in the Insurance Industry
Session 23: ALL - Natural Language Processing in the Insurance Industry Natural Language Process (NLP) techniques can be used to find insights in large unstructured data sets and Word Embeddings ...- Authors: Mengchu Tsai, Xiaojie Wang
- Date: Sep 2019
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Technology & Applications; Technology & Applications>Analytics and informatics; Technology & Applications>Business intelligence; Technology & Applications>Artificial intelligence & machine learning
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Principal Component Analysis using R
Principal Component Analysis using R Principal component analysis is an unsupervised linear transformation mainly used for dimension reduction. Determine key numerical variables with maximum ...- Authors: Soumava Dey
- Date: Jun 2020
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Actuarial Technology Today
- Topics: Technology & Applications>Analytics and informatics; Predictive Analytics>Programming languages & tools; Technology & Applications>Artificial intelligence & machine learning; Technology & Applications>Visualization
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Technology and Skill Trends in the Actuarial Profession
Technology and Skill Trends in the Actuarial Profession Big data, predictive analytics, machine learning and AI will likely transform the insurance market and the actuarial profession. The ...- Authors: Julie Curtis
- Date: Aug 2020
- Competency: External Forces & Industry Knowledge; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Actuarial Profession; Technology & Applications; Technology & Applications>Analytics and informatics; Technology & Applications>Artificial intelligence & machine learning