Resources

Monte Carlo Statistical Methods - Robert 2021/05/20 - 12:21pm External Course Monte Carlo Statistical Methods, Robert, Statistical Analysis, Monte Carlo Simulations
Making Contextual Decisions with Low Technical Debt 2021/05/20 - 11:52am External Course Machine Learning, Reinforcement Learning, Technical Debt, Contextual Decisions, Decision Service, Bandit Learning
Bayesuvius: Visual Dictionary of Bayesian Networks 2021/05/20 - 11:41am External Course Bayesian Networks, Bayesuvius
Top Ten Algorithms in Data Mining 2021/05/20 - 11:08am External Course Algorithms, Data Mining
Artificial Neural Network Model for Forecasting Foreign Exchange Rate 2021/05/20 - 9:57am External Course Artificial Neural Network, Back propagation Algorithm, Hidden Markov Model, Baum- Weld Algorithm, Sigmoid Activation Function, Foreign Exchange Rate, Finance
Making the Most of Machine Learning End-to-End 2021/05/20 - 9:39am External Course Machine Learning
Statistical Modeling The Two Cultures 2021/05/20 - 4:36am External Course Statistical Modeling, Data Science
Philosophy and the practice of Bayesian statistics 2021/05/19 - 11:06pm External Course Bayesian Statistics, Bayesian Inference, Inference
Causal Inference and Uplift Modeling: A Review of the Literature 2021/05/19 - 9:20pm External Course Machine Learning, Causal Inference, Uplift Modeling
Causes of Effects: Learning individual responses from population data 2021/05/19 - 9:16pm External Course Causality, Population Data, Individual Data, Machine Learning, Causal Models
Sample-Efficient Reinforcement Learning via Counterfactual-Based Data Augmentation 2021/05/19 - 9:10pm External Course Sample-Efficient Reinforcement Learning, Counterfactual-Based Data Augmentation, Reinforcement Learning, Structural Causal Models
Causality for Machine Learning 2021/05/19 - 9:07pm External Course Causality, Machine Learning
Graphical Depiction of Statistical Information Improves Gambling-Related Judgments 2021/05/19 - 7:56pm External Course Human Decision-Making, Debiasing, Gambling-Related Judgments, Statistics, Data-Driven Decision-Making
Anisotropy and Current Control of Magnetization in SrRuO3/SrTiO3 Heterostructures for Spin-Memristors 2021/05/19 - 7:41pm Academic Paper Neuromorphic Circuits, Anisotropy, Magnetization, Spin-Memristors, Neuromorphic Computing
Reflection on modern methods: understanding bias and data analytical strategies through DAG-based data simulations 2021/05/19 - 7:36pm External Course Data Analytical Strategies, DAG-based Data Simulations, Directed Acyclic graphs, Confounding Bias, Selection Bias, Probabilistic Simulation
Tutorial on Fairness of Machine Learning in Recommender Systems 2021/05/19 - 7:32pm External Course Machine Learning, Recommender Systems, Causal Fairness Analysis
Causal Diagrams for Epidemiologic Research 2021/05/19 - 7:28pm External Course Causal Diagrams, Epidemiologic Research, Causal Data Science, Causal Graphs
Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics 2021/05/19 - 7:20pm Academic Paper Directed Acyclic graphs, Causality, Economics, Causal Graphs
On the Interpretation of do(x) 2021/05/19 - 7:16pm External Course Causal Analysis, Structural Causal Models, Testability, Reinforcement Learning
DeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators 2021/05/18 - 12:50pm Academic Paper DeepONet, Learning Nonlinear Operators, Differential Equations, Universal Approximation Theorem of Operators, Machine Learning
Excess Mortality in the United States in the 21st Century 2021/05/18 - 11:39am White Paper COVID19, Public Policy, Health Policy, Excess Mortality, Age-specific Death Rates
Bullshit Ability as an Honest Signal of Intelligence 2021/05/17 - 7:49pm Academic Paper Intelligence, Human Decision Making, Bullshit Detection
Cooperative Inverse Reinforcement Learning 2021/05/17 - 1:25pm External Course Machine Learning, Reinforcement Learning, Cooperative Inverse Reinforcement Learning
Foundations of Intelligence in Natural and Artificial Systems: A Workshop Report 2021/05/16 - 5:29pm External Course Artificial Intelligence, AI, Intelligence
Viral Visualizations: How Coronavirus Skeptics Use Orthodox Data Practices to Promote Unorthodox Science Online 2021/05/16 - 3:49pm Academic Paper COVID19, Public Policy, Health Policy, Visualization Theory, Data Literacy, Data Visualization
BEYOND REWARD AND PUNISHMENT 2021/05/16 - 1:10pm External Course Artificial Intelligence, Artificial General Intelligence, Intelligent Machines, Machine Learning
VAERS Report on Covid19 Vaccine mRNA Biologicals - May, 2021 2021/05/14 - 12:41am White Paper COVID19, Public Policy, Health Policy, VAERS, Vaccine, mRNA Biologicals
Foundations of the Theory of Probability 2021/05/13 - 7:43pm External Course Data Science, Applied Probability, Probability Theory
Mindspace: Influencing Behavior Through Public Policy 2021/05/13 - 1:00am External Course Influencing Behavior, Public Policy, Psychological Science, Nudge Theory, Behavioral Sciences, Behavioral Theory
Imagination and remembrance: what role should historical epidemiology play in a world bewitched by mathematical modelling of COVID‑19 and other epidemics? 2021/05/12 - 3:05pm White Paper COVID19, Public Policy, Health Policy, Models, Epidemiology, Epidemiologic Methods
Latest on Covid-19 by Dr. Ryan Cole 2021/05/10 - 4:09pm Video COVID19, Public Policy, Health Policy, Dr. Ryan Cole
Science in the 21st Century: Knowledge Monopolies and Research Cartels 2021/05/02 - 1:42am External Course Science, Monopolies, Research Cartels, Corruption, Bureaucracies, Scientific Institutions
Coherent Extrapolated Volition 2021/05/02 - 1:07am External Course Artificial Intelligence, Machine Learning, Volition, Coherent Extrapolated Volition
How Science Has Been Corrupted 2021/05/02 - 12:59am Video Science, Corruption, Scientism, Public Policy, Health Policy, COVID19
Dr. John Lee: Covid is the cure worse than the disease? 2021/05/01 - 7:32pm Video COVID19, Public Health, Health Policy
Science Hypocrisy and Lies - John Ioannidis 2021/05/01 - 1:38pm Video COVID19, Public Policy, Health Policy, John Ioannidis, Scientific Method, Scientific Standards, Models
A Statistical Analysis of COVID-19 and Government Protection Measures in the U.S. 2021/04/29 - 6:12pm White Paper COVID19, Public Policy, Health Policy, Non-pharmaceutical Intervention
Covid Lockdown Cost/Benefits: A Critical Assessment of the Literature 2021/04/29 - 6:08pm White Paper COVID19, Public Policy, Health Policy, Lockdowns, Cost/Benefits
NLP with Deep Learning - BERT and Other Pre-trained Language Models 2021/04/27 - 2:44pm External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, BERT, Pre-trained Language Models
NLP with Deep Learning - Low Resource Machine Translation 2021/04/27 - 2:41pm External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Low Resource Machine Translation
NLP with Deep Learning – Future of NLP + Deep Learning 2021/04/27 - 2:39pm External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Future of NLP + Deep Learning
NLP with Deep Learning – Bias in AI 2021/04/27 - 2:37pm External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Bias in AI
NLP with Deep Learning – Constituency Parsing, TreeRNNs 2021/04/27 - 2:35pm External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Constituency Parsing, TreeRNNs
NLP with Deep Learning – Multitask Learning 2021/04/27 - 2:34pm External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Multitask Learning
NLP with Deep Learning – Coreference Resolution 2021/04/27 - 2:32pm External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Coreference Resolution
NLP with Deep Learning – Natural Language Generation 2021/04/27 - 2:30pm External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Natural Language Generation
NLP with Deep Learning – Transformers and Self-Attention 2021/04/27 - 2:29pm External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Transformers and Self-Attention
NLP with Deep Learning – Contextual Word Embeddings 2021/04/27 - 2:27pm External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Contextual Word Embeddings
NLP with Deep Learning – Subword Models 2021/04/27 - 2:25pm External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Subword Models
NLP with Deep Learning – Convolutional Networks for NLP 2021/04/27 - 2:23pm External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Convolutional Networks

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