Resources

Role of Science in Times of Crisis 2020/07/03 - 11:23pm Video COVID19, Role of Science, Crisis
SARS-CoV-2 in Human Sewage in Santa Catalina, Brazil, November 2019 2020/07/03 - 10:15pm Academic Paper COVID19, Human Sewage, Sentinel Surveillance, Wastewater, Surveillance, Health Policy, Public Policy
Predicting the Trajectory of Any COVID19 Epidemic From the Best Straight Line 2020/06/29 - 10:39am Academic Paper COVID19, Forecasting, Forecasting Trajectory, Michael Levitt, Healthcare, Health Policy, Public Policy
Sentinel Surveillance of SARS-CoV-2 in Wastewater Anticipates the Occurrence of COVID19 Cases 2020/06/26 - 6:23pm Academic Paper COVID19, Sentinel Surveillance, Wastewater, Surveillance
Debate: Should Governments Continue Lockdown Strategy? 2020/06/25 - 3:23pm White Paper COVID19, Public Policy, Health Policy, Lockdowns
Citizenship in a Networked Age - An Agenda for Rebuilding Our Civic Ideals 2020/06/25 - 3:16pm White Paper Citizenship, Networked Age, Algorithm Decision Making, Civic Ideals, Politics, Machine Learning
Illusory Effects of Non-pharmaceutical Interventions on COVID19 in Europe 2020/06/21 - 11:32am Academic Paper COVID19, Public Policy, Health Policy, Non-pharmaceutical Interventions, Lockdowns, Social Distancing, Stefan Homburg, Christof Kuhbandner
Estimating Effects of Non-pharmaceutical Interventions on COVID-19 in Europe 2020/06/21 - 10:39am Academic Paper COVID19, Public Policy, Health Policy, Lockdowns, Social Distancing, Non-pharmaceutical Intervention
Doctors Break Down COVID Response and the Demonization of HCQ 2020/06/19 - 10:39pm Video COVID19, HCQ, Healthcare, Health Policy, Bad Data, Flawed Studies, Hydroxychloroquine
Evidence-Based Medicine Has Been Hijacked 2020/06/19 - 10:36pm Video Evidence-based Medicine, Health Policy, Healthcare, John Ioannidis
Clinically Applicable AI System for Accurate Diagnosis, Quantitative Measurements, and Prognosis of COVID-19 Pneumonia Using Computed Tomography 2020/06/19 - 12:39pm Academic Paper Artificial Intelligence, Medical Diagnosis, COVID19, Computed Tomography
Artificial intelligence–enabled rapid diagnosis of patients with COVID19 2020/06/19 - 12:29pm Academic Paper Artificial Intelligence, COVID19, Medical Diagnosis
Clinical and epidemiological characteristics of pediatric SARS-CoV-2 infections in China: A multicenter case series 2020/06/19 - 12:25pm Academic Paper COVID19, Pediatric
Baricitinib therapy in COVID19: A pilot study on safety and clinical impact 2020/06/19 - 12:22pm Academic Paper COVID19, Baricitinib therapy, Pilot Study, Coronavirus
Suggestions for second-pass anti-COVID-19 drugs based on the Artificial Intelligence measures of molecular similarity, shape and pharmacophore distribution 2020/06/19 - 12:15pm Academic Paper COVID19, Artificial Intelligence algorithms, Drug Discovery, Pharma
Observation of Excess Electronic Recoil Events in XENON1T 2020/06/19 - 12:08pm Academic Paper Physics, Weak Signal, Light Signal, XENON1T detector, Low-energy electronic recoil data
Foundations of Data Science - Textbook 2020/06/01 - 10:38pm External Course Data Science, Textbook
Understanding Machine Learning - From Theory to Algorithms - Textbook 2020/06/01 - 9:54pm External Course Machine Learning, Shai Shalev-Shwartz, Shai Ben-David
What You See and What You Don’t See: The Hidden Moments of a Probability Distribution 2020/06/01 - 4:15am External Course Probability
COVID19 Never Grows Exponentially Michael Levitt 2020/05/31 - 12:15am Video COVID19, Exponential Growth, Michael Levitt, Log-scale, Linear Growth
Curve Fitting for Understanding Michael Levitt - Sigmoid Function & Gompertz Function 2020/05/31 - 12:11am Video Curve Fitting, Michael Levitt, COVID19, Growth Curves, Sigmoid Function, Gompertz Function
Exponential Growth is Terrifying Michael Levitt 2020/05/31 - 12:07am Video Exponential Growth, Michael Levitt, COVID19
Analysis of Recent Neural Recommendation Approaches 2020/05/30 - 2:17pm Academic Paper Neural Recommendation, Recommendation Engine, Recommender Systems, Algorithms, Non-neural Linear Ranking Method
A Metric Learning Reality Check 2020/05/30 - 2:12pm Academic Paper Metric Learning, Deep Learning, Metric Learning Algorithms
Critically Examining the Neural Hype 2020/05/30 - 2:08pm Academic Paper Neural Networks, Neural Hype, Neural Ranking Models, TREC Robust04
TensorFlow Tutorial - Reinforcement Learning 2017/05/18 - 2:26pm Video TensorFlow, Reinforcement Learning
TensorFlow Tutorial - GPU vs. CPU Speed 2017/05/18 - 2:23pm Video TensorFlow, Speed, GPU, CPU
TensorFlow Tutorial - Style Transfer Algorithm 2017/05/18 - 2:16pm Video TensorFlow, Style Transfer Algorithm
TensorFlow Tutorial - DeepDream Algorithm 2017/05/18 - 2:14pm Video TensorFlow, DeepDream Algorithm
TensorFlow Tutorial - Visual Analysis 2017/05/18 - 2:11pm Video TensorFlow, Visual Analysis
TensorFlow Tutorial - Adversarial Noise for MNIST 2017/05/18 - 2:08pm Video TensorFlow, Adversarial Noise for MNIST
TensorFlow Tutorial - Adversarial Examples 2017/05/18 - 2:05pm Video TensorFlow, Adversarial Examples
TensorFlow Tutorial - Video Data 2017/05/18 - 2:02pm Video TensorFlow, Video Data
TensorFlow Tutorial - Transfer Learning 2017/05/18 - 1:58pm Video TensorFlow, Transfer Learning
TensorFlow Tutorial - Inception Model 2017/05/18 - 1:54pm Video TensorFlow, Inception Model
TensorFlow Tutorial - CIFAR-10 2017/05/18 - 1:45pm Video TensorFlow, CIFAR-10
TensorFlow Tutorial - Ensemble Learning 2017/05/18 - 1:42pm Video TensorFlow, Ensemble Learning
TensorFlow Tutorial - Save & Restore 2017/05/18 - 1:37pm Video TensorFlow, Save & Restore
TensorFlow Tutorial - Layers API 2017/05/18 - 1:32pm Video TensorFlow, Layers API
TensorFlow Tutorial - Pretty Tensor 2017/05/18 - 1:25pm Video TensorFlow, Pretty Tensor
TensorFlow Tutorial - Convolutional Neural Network 2017/05/18 - 1:21pm Video TensorFlow, Convolutional Neural Network
TensorFlow Tutorial - Simple Linear Model 2017/05/18 - 1:17pm Video TensorFlow
Human-level Control Through Deep Reinforcement Learning 2017/05/17 - 9:46pm Academic Paper Reinforcement Learning, Hierarchical Sensory Processing, Deep Q-Network, Artificial Agent
Combining Evidence Using Bayes’ Rule 2017/05/17 - 9:35pm Academic Paper Naive Bayes, Bayes Rule, Combining Evidence, Naive Bayes Algorithm
Probabilistic Matrix Factorization for Automated Machine Learning 2017/05/17 - 9:31pm Academic Paper Machine Learning, Probabilistic Matrix Factorization, Automated Machine Learning, Probability Theory
Domain Randomization for Transferring Deep Neural Networks from Simulation to the Real World 2017/05/17 - 9:27pm Academic Paper Robotics, Neural Networks, Domain Randomization, Simulation, Simulated Images
Predictability of Week-3–4 Average Temperature and Precipitation over the Contiguous United States 2017/05/17 - 9:21pm Academic Paper Forecasting, Combining Forecasts, Time Series Forecasting, Weather Research, Climate Science
Trading Value and Information in Markov Decision Processes (MDPs) 2017/05/17 - 9:16pm Academic Paper Markov Chains, Markov Decision Processes, MDP, INFO-RL Algorithm
Does Academic Research Destroy Stock Return Predictability? 2017/05/17 - 9:10pm Academic Paper Finance, Forecasting, Academic Research, Stock Return Predictability, Arbitrage, Market Efficiency, Statistical Bias.
… and the Cross-Section of Expected Returns 2017/05/17 - 9:05pm Academic Paper Finance, Forecasting

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