Resources

Encoding of speech in convolutional layers and the brain stem based on language experience 2023/06/01 - 1:31am Academic Paper Artificial Intelligence, Machine Learning, Human-Computer Interaction, Brain Computer Interfaces, Electroencephalography, Computation and Language
Subjective Signal Strength Distinguishes Reality From Imagination 2023/05/25 - 5:40pm Academic Paper Artificial Intelligence, Machine Learning, Brain Imaging, Brain Activity Mapping, Brain-Inspired Computing
Emerging Role of Nicotinamide Riboside in Health and Diseases 2023/05/24 - 5:59pm Academic Paper Healthcare, Life Sciences, Nicotinamide Riboside, Vitamin B3
Real-World Evidence, Causal Inference, and Machine Learning 2023/05/23 - 11:22pm Academic Paper Artificial Intelligence, Machine Learning, Causal Inference
Using Machine Learning Applied to Real-World Healthcare Data for Predictive Analytics: An Applied Example in Bariatric Surgery 2023/05/23 - 11:18pm Academic Paper Artificial Intelligence, Machine Learning, Healthcare, Bariatric Surgery
Targeted Learning: Towards a future informed by real world evidence 2023/05/23 - 4:46pm Video Causal Inference, High Quality Real World Evidence, Machine Learning, Targeted Machine Learning, Real-World Data
Targeted Machine Learning for Causal Inference Based on Real-World Data 2023/05/23 - 4:45pm Slides Causal Inference, High Quality Real World Evidence, Machine Learning, Targeted Machine Learning, Real-World Data
Reinterpreting causal discovery as the task of predicting unobserved joint statistics 2023/05/23 - 4:34pm Academic Paper Artificial Intelligence, Machine Learning, Causal Inference, Unobserved Joint Distributions, Causal Models
A Platform for the Biomedical Application of Large Language Models 2023/05/23 - 3:59pm Academic Paper Large Language Models, Healthcare, Life Sciences, Biomedical
A Causal Roadmap for Generating High-Quality Real-World Evidence 2023/05/23 - 12:48pm Academic Paper Evidence, High Quality Real World Evidence, Evidence Hierarchy, Evidence Scores, Causality, Causal Inference
Local-to-Global Causal Reasoning for Cross-Document Relation Extraction 2023/05/23 - 12:42pm Academic Paper Causality Inference, Causal, Cross-Document Relation Extraction, Information Extraction, Cross Document, Graph Reasoning, Relation Extraction
Bayesian learning of network structures from interventional experimental data 2023/05/23 - 12:36pm Academic Paper Bayesian Model Selection, Causal Inference, Directed Acyclic Graph, Intervention, Markov Equivalence, Posterior Ratio Consistency, Structure Learning
LeTI: Learning to Generate from Textual Interactions 2023/05/21 - 11:56pm Academic Paper Large Language Models, Artificial Intelligence, Machine Learning, Textual Interactions, Natural Language Processing
GPT-4 System Card 2023/05/19 - 4:54pm Academic Paper Large Language Models, GPT4, Artificial Intelligence, Machine Learning
GPT-4 Technical Report 2023/05/19 - 4:26pm Academic Paper Large Language Models, GPT4, Artificial Intelligence, Machine Learning
Scaling Forward Gradient With Local Losses 2023/05/19 - 3:46pm Academic Paper Artificial Intelligence, Machine Learning, Deep Neural Networks, Forward Gradient Learning, Backpropagation, MNIST, CIFAR-10, ImageNet
Fundamental Theorem of Asset Pricing 2023/05/19 - 1:18am External Course Financial Mathematics, Computational Finance, Finance, Trading, Asset Pricing, Options, Derivatives, Black-Scholes Formula, Applied Probability
A Simple and Intuitive Coverage of The Fundamental Theorems of Asset Pricing 2023/05/19 - 1:16am External Course Quantitative Finance, Asset Pricing, Financial Mathematics, Computational Finance, Finance, Trading, Options, Derivatives, Black-Scholes Formula, Applied Probability
Fundamental Theorem of Asset Pricing, the Hedging Problem and Maximal Claims in Financial Markets with Short Sales Prohibitions 2023/05/19 - 1:13am Academic Paper Quantitative Finance, Asset Pricing, Financial Mathematics, Computational Finance, Finance, Trading, Options, Derivatives, Black-Scholes Formula, Applied Probability
The Probabilistic Method: Lecture Notes 2023/05/19 - 1:05am External Course Applied Probability, Approximate Probabilistic Simulation, Diffusion Probabilistic Models
The Probabilistic Method 2023/05/19 - 1:00am External Course Applied Probability, Approximate Probabilistic Simulation, Diffusion Probabilistic Models
Stochastic Calculus for Finance II: Continuous-Time Models 2023/05/19 - 12:49am External Course Financial Mathematics, Stochastic Calculus, Computational Finance, Finance, Trading, Options, Derivatives, Black-Scholes Formula, Applied Probability, Continuous-Time Models
Stochastic Calculus for Finance Brief Lecture Notes 2023/05/19 - 12:20am External Course Computational Finance, Finance, Trading, Stochastic Calculus, Black-Scholes Formula
Basics of Financial Mathematics 2023/05/19 - 12:19am External Course Financial Mathematics, Computational Finance, Finance, Trading, Options, Derivatives, Black-Scholes Formula, Applied Probability
Deep Learning and Neuroscience - Lecture 23 2023/05/18 - 8:24pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Electronic health records - Lecture 22 2023/05/18 - 8:19pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Deep Learning Image Registration and Analysis - Lecture 21 2023/05/18 - 8:18pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Deep Learning for Cell Imaging Segmentation - Lecture 20 2023/05/18 - 8:17pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Machine Learning for Pathology - Lecture 19 2023/05/18 - 8:15pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Machine Learning for Pathology - Lecture 19 2023/05/18 - 8:15pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Deep Learning for Protein Folding - Lecture 17 2023/05/18 - 8:13pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
AI for Drug Design - Lecture 16 2023/05/18 - 8:09pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Graph Neural Networks - Lecture 15 2023/05/18 - 8:08pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Systems Genetics - Lecture 14 2023/05/18 - 8:04pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
GWAS mechanism - Lecture 13 2023/05/18 - 8:01pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
GWAS mechanism - Lecture 13 2023/05/18 - 8:01pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Disease Circuitry Dissection GWAS - Lecture 12 2023/05/18 - 7:59pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Dimensionality Reduction - Lecture 11 2023/05/18 - 7:58pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Single Cell Genomics - Lecture 10 2023/05/18 - 7:57pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Gene Expression Prediction - Lecture 09 2023/05/18 - 7:56pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Regulatory Genomics - Deep Learning in Life Sciences - Lecture 07 2023/05/18 - 7:54pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Deep Learning for Regulatory Genomics - Regulator binding, Transcription Factors TFs - Lecture 08 2023/05/18 - 7:54pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Generative Models, Adversarial Networks GANs, Variational Autoencoders VAEs, Representation Learning - Lecture 06 2023/05/18 - 7:53pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Interpretable Deep Learning - Deep Learning in Life Sciences - Lecture 05 2023/05/18 - 7:50pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Recurrent Neural Networks RNNs, Graph Neural Networks GNNs, Long Short Term Memory LSTMs - Deep Learning in Life Sciences - Lecture 04 2023/05/18 - 7:48pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
CNNs Convolutional Neural Networks - Deep Learning in Life Sciences - Lecture 03 2023/05/18 - 7:37pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Machine Learning Foundations - Deep Learning in Life Sciences Lecture 02 2023/05/18 - 7:35pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
Deep Learning in Life Sciences - Lecture 01 2023/05/18 - 7:31pm Video Artificial Intelligence, Machine Learning, Life Sciences, Healthcare, Medical Management, Precision Medicine, Personalized Medicine
The Ultimate Data Analytics Career Plan for 2023 2023/05/18 - 7:27pm Video Artificial Intelligence, Machine Learning, Data Analytics
State of AI in Analytics | Will AI be the End of Data Analysts? 2023/05/18 - 7:22pm Video Artificial Intelligence, Machine Learning, Data Analytics

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