Resources

Foundations of Data Science - Textbook 2020/10/21 - 4:55pm External Course Data Science, Textbook
Understanding Machine Learning - From Theory to Algorithms - Textbook 2020/10/21 - 4:54pm External Course Machine Learning, Shai Shalev-Shwartz, Shai Ben-David
Science Hypocrisy and Lies - John Ioannidis 2020/10/21 - 1:38pm Video COVID19, Public Policy, Health Policy, John Ioannidis, Scientific Method, Scientific Standards, Models
Evidence of Protective Role of Ultraviolet-B (UVB) Radiation in Reducing COVID-19 Deaths 2020/10/20 - 11:02pm Academic Paper COVID19, Public Policy, Health Policy, Ultraviolet-B (UVB) Radiation, Sunshine, Vitamin D, UVB Radiation
The small effects of political advertising are small regardless of context, message, sender, or receiver: Evidence from 59 real-time randomized experiments 2020/10/20 - 9:06pm Academic Paper Political Advertising, Advertising, Marketing, Campaigns
Introduction to Neural Networks in Python 2020/10/18 - 7:52pm Video Neural Networks, Python, TensorFlow, Keras, Data Science
Data Analysis with Python - Full Course for Beginners 2020/10/18 - 7:29pm Video Data Analysis, Python, NumPy, Pandas, Matplotlib, Seaborn, Data Science
Python for Data Science - Course for Beginners 2020/10/18 - 7:26pm Video Python, Data Science, Pandas, NumPy, Matplotlib
Learn Data Science Tutorial - Full Course for Beginners 2020/10/18 - 6:21pm Video Data Science, Data Science Tutorial
What is Data Science? - Andrew Gelman 2020/10/18 - 6:18pm Video Data Science, Andrew Gelman
Statistical Inference 01272020 2020/10/18 - 5:58pm Video Statistical Inference
Statistical Inference 02122020 2020/10/18 - 5:57pm Video Statistical Inference
Statistical Inference 04062020 2020/10/18 - 5:55pm Video Statistical Inference, Expectation-Maximization Algorithm, EM Algorithm
Statistical Inference 04242020 2020/10/18 - 5:53pm Video Statistical Inference, Hypothesis Testing
Statistical Inference 03252020 2020/10/18 - 5:48pm Video Statistical Inference, Joint Estimation
Statistical Inference 04032020 2020/10/18 - 3:43pm Video Statistical Inference
Statistical Inference 01312020 2020/10/18 - 3:41pm Video Statistical Inference
Bayesian Statistics 08302019 2020/10/18 - 3:39pm Video Bayesian Statistics, Bayesian Analysis, Beta-Binomial, Prior Hyperparameters
Bayesian Statistics 10162019 2020/10/18 - 3:29pm Video Bayesian Statistics
Bayesian Statistics 09062019 2020/10/18 - 2:28pm Video Bayesian Statistics, Normal Example, Variance Known; Confidence Intervals, Confidence Agreement
Bayesian Statistics 09252020 2020/10/18 - 2:25pm Video Bayesian Statistics, Posterior Predictive Examples, Posterior Predictive Distributions, Confidence Intervals, Credible Intervals
Bayesian Statistics 09282020 2020/10/18 - 2:20pm Video Bayesian Statistics, Coverage Intervals, Credible Intervals
Bayesian Statistics 10022020 2020/10/18 - 2:16pm Video Bayesian Statistics, Finish Confidence, Credibility, HPDs, Bayesian Intervals, Maximum A-Posteriori Estimates
Bayesian Statistics10122020 2020/10/18 - 2:10pm Video Bayesian Statistics, Limiting Distributions, Stationary Distributions, A-Periodicity, Irreducibility, Positive Recurrence
Bayesian Statistics10142020 2020/10/18 - 2:06pm Video Bayesian Statistics, Markov Chains, Metropolis-Hastings, M-H Algorithm, Symmetric Proposal Distributions
Bayesian or Frequentist? 2020/10/17 - 3:45pm Video Bayesian Analysis, Frequentist Analysis
Intelligent Tutoring System for Negotiation Skills Training 2020/10/16 - 8:37pm Academic Paper Machine Learning, Intelligent Tutoring System, Negotiation Training, Individualized Feedback, Soft Skills Training, Human-Agent Negotiation, Human-Computer Interaction, Affective Computing, Psychology, Negotiation Framework
Effective Favor Exchange for Human-Agent Negotiation Challenge at IJCAI 2020 2020/10/16 - 8:29pm Academic Paper Machine Learning, Human-Agent Negotiation, Human-Computer Interaction, Affective Computing, Psychology, Interactive Arbitration Guide Online, IAGO, Negotiation Framework
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning 2020/10/16 - 8:23pm Academic Paper Machine Learning, Computer Vision, Pattern Recognition, Visual Reasoning, Backpropagation, Reinforcement Learning, CLEVR, Compositional Language, Elementary Visual Reasoning
Inferring and Executing Programs for Visual Reasoning 2020/10/16 - 12:03pm Academic Paper Machine Learning, Computer Vision, Pattern Recognition, Visual Reasoning, Backpropagation, Reinforcement Learning
What is Herd Immunity? Epidemiologists Make Their Case | Part One 2020/10/15 - 8:15pm Video COVID19, Public Policy, Health Policy, Herd Immunity
SARS-CoV-2 Waves in Europe: A 2-stratum SEIRS Model Solution 2020/10/13 - 9:09pm Academic Paper COVID19, Public Policy, Health Policy, SARS-CoV-2, 2-stratum SEIRS Model, SEIRS
Global Perspective of COVID‐19 Epidemiology for a Full‐cycle Pandemic 2020/10/11 - 5:05pm Academic Paper COVID19, Public Policy, Health Policy, John Ioannidis
Stephen Wolfram: Fundamental Theory of Physics, Life, and the Universe 2020/10/10 - 9:32pm Video Stephen Wolfram, Physics, Philosophy of Science, Computation, Computational Irreducibility
Stephen Wolfram: Cellular Automata, Computation, and Physics 2020/10/10 - 9:28pm Video Stephen Wolfram, Cellular Automata, Computation, Physics
Avoiding Ambiguity 2020/10/10 - 1:54am White Paper SUNETRA GUPTA, Models, COVID19, Mathematical Reasoning
Health Experts Suggest Focused Protection for COVID19 Strategy: The Great Barrington Declaration 2020/10/05 - 8:49pm Video COVID19, Public Policy, Health Policy, Focused Protection, COVID19 Strategy, SUNETRA GUPTA, Jay Bhattacharya, Martin Kulldorff, The Great Barrington Declaration
Efficacy of Lockdowns, Social Distancing, and Closings 2020/09/29 - 8:57pm Video COVID19, Public Policy, Health Policy, Lockdowns, Social Distancing, Closings, Scott Atlas
False Positives in COVID19 Tests 2020/09/29 - 8:38am Video COVID19, Public Policy, Health Policy, PCR Tests, False Positives
Roundtable with Leading Public Health Experts on COVID19 2020/09/25 - 11:38pm Video COVID19, Public Policy, Health Policy, Jay Bhattacharya, Martin Kulldorff, Michael Levitt
Dynamic Change of COVID-19 Seroprevalence among Asymptomatic Population in Tokyo during the Second Wave 2020/09/24 - 11:28pm Academic Paper COVID19, Public Policy, Health Policy, Seroprevalence, Japan
Python Machine Learning Tutorial 2020/09/18 - 7:50pm Video Python, Machine Learning, Data Science
COVID19: Science, Logic and Data Explained 2020/09/10 - 12:59am Video COVID19, Public Policy, Health Policy
Solving Real World Data Science Tasks with Python Beautiful Soup 2020/09/08 - 7:39pm Video Data Science, Python, Python Beautiful Soup
Swedish Policy Analysis for Covid19 2020/08/31 - 12:26am Academic Paper COVID19, Public Policy, Health Policy, Swedish Policy, Sweden
Data Science Workflow - Andrew Gelman 2020/08/29 - 6:06pm Video Data Science Workflow, Andrew Gelman
Shortcut Learning in Deep Neural Networks 2020/08/28 - 3:25pm Academic Paper Shortcut Learning, Deep Neural Networks, Computer Vision, Pattern Recognition, Artificial Intelligence, Machine Learning, Neurons and Cognition, Deep Learning
Machine Learning and the Physical Sciences 2020/08/28 - 3:21pm Academic Paper Machine Learning, Physical Sciences, Quantum Computing, Computational Physics
Machine Learning in Epidemiology and Health Outcomes Research 2020/08/28 - 3:09pm White Paper Machine Learning, Epidemiology, Health Policy, Deep Learning, Treatment Effects, Biostatistics
Big Data and Artificial Intelligence Modeling for Drug Discovery 2020/08/28 - 3:02pm White Paper Artificial Intelligence, Deep Learning, Machine Learning, Rational Drug Design, Computer-aided Drug Discovery, Drug Design

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