Resources

Data Science - Part V - Decision Trees & Random Forests 2022/05/12 - 11:06pm External Course Data Science, Decision Trees, Random Forests
Data Science - Part VIII - Artifical Neural Network 2022/05/11 - 11:10pm External Course Data Science, Artifical Neural Network
Data Science - Part VII - Cluster Analysis 2022/05/11 - 11:09pm External Course Data Science, Cluster Analysis
Data Science - Part I - Building Predictive Analytics Capabilities 2022/05/11 - 10:55pm External Course Data Science, Predictive Analytics
Data Science - Part XVIII - Big Data Fundamentals for Data Scientists 2022/05/10 - 11:23pm External Course Data Science, Big Data Fundamentals
Data Science - Part XII - Ridge Regression, LASSO, and Elastic Nets 2022/05/10 - 11:15pm External Course Data Science, Ridge Regression, LASSO, Elastic Nets
Data Science - Part IV - Regression Analysis and ANOVA Concepts 2022/05/10 - 11:02pm External Course Data Science, Regression Analysis, ANOVA Concepts
Write It Like You See It: Detectable Differences in Clinical Notes By Race Lead To Differential Model Recommendations 2022/05/09 - 11:56pm Academic Paper Artificial Intelligence, Machine Learning, Health Technology, Health Policy, Health Data
Data Science - Part XVI - Fourier Analysis 2022/05/09 - 11:20pm External Course Data Science, Fourier Analysis
Data Science - Part XV - MARS, Logistic Regression, & Survival Analysis 2022/05/09 - 11:19pm External Course Data Science, MARS, Logistic Regression, Survival Analysis
How Can We Trust Machine Learning? 2022/05/09 - 4:10pm External Course Machine Learning, Trust
Using Bayesian Optimization to Tune Machine Learning Models 2022/05/09 - 4:07pm External Course Bayesian Optimization, Machine Learning Models, Bayesian, Machine Learning
Citation impact and social media visibility of Great Barrington and John Snow signatories for COVID-19 strategy 2022/05/09 - 9:41am Academic Paper COVID19, Health Policy, Public Policy, Great Barrington Declaration, John Snow Memorandum
Innate Immune Suppression by SARS-CoV-2 mRNA Vaccinations: The role of G-quadruplexes, exosomes and microRNAs 2022/05/07 - 9:31pm Academic Paper COVID19, Public Policy, Health Policy, Immune System, G-quadruplexes, Exosomes, MicroRNAs, mRNA Vaccines, Vaccines
Worse Than the Disease? Reviewing Some Possible Unintended Consequences of the mRNA Vaccines Against COVID-19 2022/05/06 - 10:13pm Academic Paper COVID19, Public Policy, Health Policy, mRNA Vaccines, Antibody Dependent Enhancement, Autoimmune Diseases, Gene Editing, Lipid Nanoparticles, Messenger RNA, Prion Diseases
Immune imprinting, breadth of variant recognition and germinal center response in human SARS-CoV-2 infection and vaccination 2022/05/06 - 9:44pm Academic Paper COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines
Dormio: A Targeted Dream Incubation Device 2022/05/06 - 8:53pm Academic Paper Brain Activity Mapping, Dreams, Sleep, Memory, Wearables, Creativity, Targeted Dream Incubation
The geometry of domain-general performance monitoring in the human medial frontal cortex 2022/05/06 - 8:17pm Academic Paper Brain Activity Mapping, Brain, Human Medial Frontal Cortex, Performance Monitoring, Goal-directed Behavior
Exploratory analyses in aetiologic research and considerations for assessment of credibility: mini-review of literature 2022/05/06 - 7:45pm Academic Paper Aetiologic Research, Credibility Assessment, Exploratory Analyses
Proper Use and Misuse of Modeling - DSA ADS Course 2022 2022/05/06 - 12:33am External Course Predictive Modeling, Probabilistic Modeling, Modeling, Decision Modeling, Black Box Models
Appropriate Use of RT-PCR Test - DSA ADS Course - 2022 2022/05/05 - 8:58pm External Course RT-PCR Test, Laboratory Quality Assurance, Cycle Threshold Values, Kary Mullis
False Data and False Positive Paradox - DSA ADS Course - 2022 2022/05/05 - 7:55pm External Course False Positives, False Data, False Positive Paradox, COVID19, Diagnostic Testing, Public Policy, Health Policy
The Illusion of Evidence Based Medicine 2022/05/04 - 9:33pm External Course Evidence Hierarchy, Evidence-based Medicine, Healthcare
Performance of the SARS-CoV-2 RT-PCR test as a tool for detecting SARS-CoV-2 infection in the population 2022/05/04 - 8:09pm External Course COVID19, Public Policy, Health Policy, SARS-CoV-2, RT-PCR Test, Infectious Potential, Laboratory Quality Assurance, Kary Mullis, Cycle Threshold Values
A New Kind of Science - Computational Experiments 2022/05/03 - 1:58pm External Course Computational Experiments
Activity Versus Outcome Maximization in Time Management 2022/05/01 - 9:29pm Academic Paper Productivity, Time Management, Outcome Maximization, Planning, Scheduling, Time Famine, Well-Being
Reinforcement Learning - Introduction 2022/04/29 - 10:29am External Course Reinforcement Learning
Monte Carlo Statistical Methods 2022/04/27 - 12:21pm External Course Monte Carlo Statistical Methods, Statistical Analysis, Monte Carlo Simulations, Statistical Models, Likelihood Models, Bayesian Models, Deterministic Numerical Models, Simulation Methods, Numerical Methods
John Ioannidis - Excess Death, When Does the Pandemic End? 2022/04/26 - 9:33pm Video COVID19, Public Policy, Health Policy
Data versus Science: Contesting the Soul of Data-Science 2022/04/26 - 10:54am External Course Data Science, Causal Inference, Causality, Philosophy of Data Science, Philosophy of Science
Theory of Baum-Welch Algorithm and Hidden Markov Models 2022/04/26 - 7:38am External Course Baum-Welch Algorithm, Hidden Markov Models, Algorithms, Markov
Data Science is NOT Statistics 2022/04/26 - 2:32am External Course Data Science, Statistics
The Seven Tools of Causal Inference, with Reflections on Machine Learning 2022/04/26 - 1:49am External Course Causality, Causal Reasoning, Causal Inference, Machine Learning, Algorithms
Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review 2022/04/24 - 11:04pm Academic Paper Machine Learning, Clinical Prediction Models, Methodology, Oncology
Completeness of reporting of clinical prediction models developed using supervised machine learning: a systematic review 2022/04/24 - 10:55pm Academic Paper Machine Learning, Clinical Prediction Models, Prediction Model, Diagnosis, Prognosis, Development, Validation, Reporting Adherence, Reporting Guideline, TRIPOD
Planning a method for covariate adjustment in individually randomised trials: a practical guide 2022/04/24 - 10:49pm Academic Paper Clinical Trials, Randomized Trials, Covariate Adjustment, Estimands, Standardization, Inverse Probability of Treatment Weighting, Missing Data
Real-Time Big Data Analytics with Storm 2022/04/24 - 10:17pm External Course Storm, Real-Time, Real-Time Big Data Analytics, Real-time Processing, Streaming
Collective Intelligence for Data Center Operations Management 2022/04/24 - 12:12pm External Course Data Center, Big Data Infrastructure
The Ultimate Covid19 Decoding - Everything Explained for the Layperson 2022/04/23 - 12:14am Video COVID19, Public Policy, Health Policy
Anti-nucleocapsid antibodies following SARS-CoV-2 infection in the blinded phase of the mRNA-1273 Covid-19 vaccine efficacy clinical trial 2022/04/21 - 5:08pm Academic Paper COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines, Anti-nucleocapsid Antibodies
Accelerating Compute-Intensive Applications with GPUs and FPGAs 2022/04/21 - 11:54am External Course Accelerators, Compute-Intensive Applications, GPU, FPGA, Gaussian Elimination, Data Encryption Standard, Needleman-Wunsch Algorithm
Testing Theories of American Politics: Elites, Interest Groups, and Average Citizens 2022/04/21 - 1:01am Academic Paper Competition Policy, Political Decisions, Political Legitimacy, Political Leadership
Internet of Things and Sensors and Actuators 2022/04/19 - 8:35pm External Course Internet of Things, Sensors, Actuators
Efficacy and Safety of Vitamin D Supplementation to Prevent COVID-19 in Frontline Healthcare Workers. A Randomized Clinical Trial 2022/04/18 - 11:09pm Academic Paper COVID19, Public Policy, Health Policy, Vitamin D, 25-hydroxyvitamin D3
Internet of Things: Dr. John Barrett 2022/04/18 - 8:37pm External Course Internet of Things
An integrated brain-machine interface platform with thousands of channels 2022/04/17 - 6:59pm External Course Public Policy, Health Policy, Brain-Inspired Computing, Human Computer Interaction, Brain-machine Interface Platform
Nutrition, longevity and disease: From molecular mechanisms to interventions 2022/04/17 - 6:52pm Academic Paper Public Policy, Health Policy, Nutrition, Longevity, Disease
From Reddit to Wall Street: the role of committed minorities in financial collective action 2022/04/15 - 9:12pm Academic Paper Finance, Financial Trading, Algorithmic Trading, Collective Behavior, Collective Inference, Behavioural Cascades
Causal Reinforcement Learning -- Part 2/2 (ICML tutorial) 2022/04/15 - 3:03am External Course Causal Reinforcement Learning, Elias Bareinboim, Reinforcement Learning
Causal Reinforcement Learning -- Part 1/2 (ICML tutorial) 2022/04/15 - 3:00am External Course Causal Reinforcement Learning, Elias Bareinboim, Reinforcement Learning

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