Introduction to Probability |
2020/10/26 - 7:18am |
External Course |
Probability Theory, Bayesian Probability, Probability |

Introduction to Machine Learning |
2020/10/25 - 6:07pm |
External Course |
Machine Learning |

Introduction to Graphical Models and Bayesian Networks |
2020/10/25 - 1:13pm |
External Course |
Graphical Models, Bayesian Networks |

Evidence-based Medicine has been Hijacked - Report to David Sackett |
2020/10/24 - 8:16pm |
Academic Paper |
Evidence-based Medicine, David Sackett, John Ioannidis |

Election Predictions as Martingales: An Arbitrage Approach |
2020/10/23 - 12:15am |
Academic Paper |
Martingales, Election Predictions, Probability Theory, Bruno de Finetti, Elections |

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 |