Resources

NLP with Deep Learning – Practical Tips for Projects 2021/04/27 - 10:00am External Course NLP, Deep Learning, Neural Networks, Natural Language Processing
NLP with Deep Learning – Translation, Seq2Seq, Attention 2021/04/27 - 9:58am External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Translation, Seq2Seq, Attention
NLP with Deep Learning – Vanishing Gradients, Fancy RNNs 2021/04/27 - 9:55am External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Vanishing Gradients, Fancy RNNs
Why AI is Harder Than We Think 2021/04/26 - 6:05pm Academic Paper AI, Artificial Intelligence
NLP with Deep Learning – Language Models and RNNs 2021/04/26 - 10:33am External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Language Models, RNNs
NLP with Deep Learning – Dependency Parsing 2021/04/26 - 10:28am External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Dependency Parsing
NLP with Deep Learning – Backpropagation 2021/04/26 - 10:24am External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Backpropagation
NLP with Deep Learning – Neural Networks 2021/04/26 - 10:21am External Course NLP, Deep Learning, Neural Networks, Natural Language Processing
NLP with Deep Learning – Word Vectors and Word Senses 2021/04/25 - 10:40am External Course NLP, Deep Learning, Word Vectors, Natural Language Processing, Word Senses
NLP with Deep Learning - Word Vectors 2021/04/25 - 10:38am External Course NLP, Deep Learning, Word Vectors, Natural Language Processing
Participating and Designing around Algorithmic Sociotechnical Systems 2021/04/25 - 10:34am External Course Algorithm, Algorithm Decision Making, Algorithmic Sociotechnical Systems
Communicating Algorithmic Process in Online Behavioral Advertising 2021/04/25 - 10:04am External Course Algorithm, Marketing, Online Behavioral Advertising, Advertising Algorithms, Algorithmic Transparency, Process Communication, Ad Explanation, Algorithmic Authority
Algorithm appreciation: People prefer algorithmic to human judgment 2021/04/25 - 9:46am External Course Algorithms, Learning Algorithms, Data Science
Graphical Models for Processing Missing Data 2021/04/22 - 10:15pm Academic Paper Graphical Models, Missing Data, Nonignorable, Recoverability, Testability
Influence of Algorithms on Political and Dating Decisions 2021/04/22 - 10:54am Academic Paper Machine Learning, Algorithms, Learning Algorithms, Political Decisions, Dating Decisions
Artificial intelligence based writer identification generates new evidence for the unknown scribes of the Dead Sea Scrolls exemplified by the Great Isaiah Scroll (1QIsaa) 2021/04/22 - 10:50am Academic Paper Machine Learning, Artificial Intelligence, Dead Sea Scrolls
Coordinated Plan on Artificial Intelligence 2021 Review 2021/04/21 - 10:16am White Paper Artificial Intelligence, European Union, Regulation, Public Policy
American Student Loans: Repayment and Valuation 2021/04/19 - 6:34pm Academic Paper Student Loans, Repayment, Valuation, Loan Forgiveness
The Curse of Free-Will and the Paradox of Inevitable Regret 2021/04/17 - 6:02pm External Course Counterfactual Causal Inference, Counterfactuals, Causality, Data Science, Data-Driven Decision-Making
Physical inactivity is associated with a higher risk for severe COVID-19 outcomes: a study in 48 440 adult patients 2021/04/14 - 6:04pm Academic Paper COVID19, Public Policy, Health Policy
Pervasive Label Errors in Test Sets Destabilize Machine Learning Benchmarks 2021/04/14 - 11:44am External Course Machine Learning, Label Errors, Pretraining Algorithms, Training Data
P-hacking Issues 2021/04/14 - 11:38am External Course P-hacking, Multiple Comparisons, Fishing Expedition
Global Trends Shaping Humankind 2021/04/14 - 11:12am Video Global Trends, Daniel Kahneman, Yuval Noah Harari
Taming Dataset Bias via Domain Adaptation 2021/04/14 - 11:06am Video Machine Learning, Pretraining Algorithms, Dataset Bias, Domain Adaptation, Data Bias
Data versus Science: Contesting the Soul of Data-Science 2021/04/14 - 10:54am Video Data Science, Causal Inference, Causality, Philosophy of Data Science, Philosophy of Science
Tutorial Causal Fairness Analysis - Slides 2021/04/14 - 9:59am Slides Causal Fairness Analysis, Causality, Causal Inference, Machine Learning
Tutorial Causal Fairness Analysis - Video 2021/04/14 - 9:59am Video Causal Fairness Analysis, Causal Inference, Causality, Machine Learning
Causal Inference and Data Fusion in Econometrics 2021/04/14 - 9:54am Academic Paper Causal Inference, Data Fusion, Econometrics, Applied Econometrics, Economic Sciences, Causality
Estimating Identifiable Causal Effects through Double Machine Learning 2021/04/14 - 9:40am Academic Paper Machine Learning, Double Machine Learning, DML, Causal Inference, Causality, Debiased Estimators
The Backward Art of Slowing the Spread? Congregation Efficiencies during COVID-19 2021/04/13 - 1:17am Academic Paper COVID19, Lockdowns, Public Policy, Health Policy
Michael Yeadon Interview - Former Pfizer VP Speaks Out On Dangers Of mRNA Vaccines & COVID Illusion 2021/04/13 - 12:51am Video COVID19, Public Policy, Health Policy, mRNA Vaccine, Lockdowns, Vaccines, Vaccine Safety
The Harms of Lockdowns, The Dangers of Censorship, And A Path Forward 2021/04/11 - 10:04pm Video COVID19, Public Policy, Health Policy, Lockdowns
COVID19 - Excess Mortality Data - Professor Michael Levitt Explains 2021/04/09 - 7:51pm Video COVID19, Public Policy, Health Policy, Excess Mortality
COVID-19 Library. Filling the Gaps 2021/04/08 - 10:12pm Academic Paper COVID19, Public Policy, Health Policy
Evaluating eligibility criteria of oncology trials using real-world data and AI 2021/04/08 - 7:58pm Academic Paper Artificial Intelligence, Machine Learning, Oncology Trials, Data Science, Health Policy
Simpson’s Paradox: A Singularity of Statistical and Inductive Inference 2021/03/31 - 10:54pm Academic Paper Causal Inference, Causality, Simpson’s Paradox, Statistical Inference, Inductive Inference, Machine Learning, Contingency Tables, Odds Ratio, Causal Graphs
Right evaluation of marketing stimuli with neuroscience. An electroencephalography experiment 2021/03/18 - 7:48pm Academic Paper Neuroscience, Cognitive Neuroscience, Marketing, Electroencephalography
Tell Me Who Your Friends Are: Using Content Sharing Behavior for News Source Veracity Detection 2021/03/18 - 7:43pm Academic Paper AI, Machine Learning, News Veracity, Fake News
Tailoring heuristics and timing AI interventions for supporting news veracity assessments 2021/03/18 - 7:41pm Academic Paper AI, Machine Learning, News Veracity, Fake News
Five points to check when comparing visual perception in humans and machines 2021/03/17 - 5:31pm Academic Paper Artificial Intelligence, Machine Learning, Visual Perception, Deep Visual-Semantic Alignments
Mental Models of Covid 19 2021/03/16 - 8:10pm External Course COVID19, Public Policy, Health Policy
Secret of Synchronization 2021/03/14 - 10:57am Video Synchronization, Data Science
Reinforcement Learning - Introduction 2021/03/13 - 9:29am Video Reinforcement Learning
Deep Learning Limitations and New Frontiers 2021/03/13 - 9:23am Video Deep Learning
Convolutional Neural Networks - Introduction 2021/03/13 - 9:21am Video Convolutional Neural Networks
Machine Learning Introduction 2021/03/13 - 9:18am Video Machine Learning
Deep Learning: A Crash Course 2021/03/13 - 9:13am Video Deep Learning, Neural Networks, Artificial Intelligence
Self-Supervised Learning: The Dark Matter of Intelligence 2021/03/11 - 11:26pm External Course Machine Learning, Self-Supervised Learning
COVID-19 Lockdown Policies: An Interdisciplinary Review 2021/03/10 - 12:09am Academic Paper COVID19, Lockdowns, Public Policy, Health Policy
Introduction to Coding Quantum Algorithms: A Tutorial Series Using Pyquil 2021/03/08 - 7:18pm External Course Quantum Algorithms, Pyquil, Quantum Computer

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