|
Law & Regulation Decision Making Algorithms - DSA ADS Course 2023 |
2023/04/16 - 5:57pm |
External Course |
Artificial Intelligence and Law, Law, Machine Learning, Regulations, Government, Public Policy |
|
Connecting Workforce Analytics to Better Business Results - DSA ADS Course 2023 |
2023/04/16 - 2:05pm |
External Course |
Human Resources, Data Science, Workforce Analytics |
|
A New Kind of Science - Computer Simulation Experiments |
2023/04/16 - 2:03pm |
External Course |
Science, Data Science, Computer Simulations |
|
Quantifying Trading Behavior in Financial Markets Using Google Trends - DSA ADS Course 2023 |
2023/04/16 - 1:29pm |
External Course |
Data Science, Trading, Investing, Financial Markets, Predictive Analytics, Data Mining, Google Trends, Computational Social Science, Digital Traces, Dow Jones Industrial Average |
|
Experiments vs Computer Simulations - A Tale of Two Methods - DSA ADS Course 2023 |
2023/04/16 - 1:03pm |
External Course |
Scientific Method, Computer Simulations, Validation, Reproducibility, Data Science, Experimentation, Model Checking |
|
A Map and Simple Heuristic to Detect Fragility, Antifragility and Model Error |
2023/04/16 - 10:21am |
External Course |
Model Errors, Data Science, Predictive Analytics, Heuristic, Fragility, Antifragility, Tail Risks, Probabilistic Logic |
|
Artificial Intelligence Index Report 2023 |
2023/04/16 - 10:10am |
External Course |
Artificial Intelligence, Machine Learning |
|
Statistical Modeling The Two Cultures |
2023/04/16 - 4:36am |
External Course |
Statistical Modeling, Data Science, Statistical Analysis, Data Interpretation, Causal Analysis, Causality, Data Fusion, Missing Data, Counterfactuals |
|
Proper Use and Misuse of Modeling - DSA ADS Course 2023 |
2023/04/16 - 12:33am |
External Course |
Predictive Modeling, Probabilistic Modeling, Modeling, Decision Modeling, Black Box Models |
|
Monte Carlo Statistical Methods - DSA ADS Course 2023 |
2023/04/16 - 12:12am |
External Course |
Monte Carlo Statistical Methods, Statistical Analysis, Monte Carlo Simulations, Statistical Models, Likelihood Models, Bayesian Models, Deterministic Numerical Models, Simulation Methods, Numerical Methods |
|
Randomness and Coincidences - Reconciling Intuition and Probability Theory - DSA ADS Course 2023 |
2023/04/16 - 12:06am |
External Course |
Data Science, Randomness, Coincidences, Intuition, Probability Theory, Probabilistic Logic |
|
Online Contolled Experiments at Large Scale - DSA ADS Course 2023 |
2023/04/16 - 12:03am |
External Course |
Experimentation, Data Science, Contolled Experiments, Reproducibility |
|
Data Science - Part XVIII - Big Data Fundamentals for Data Scientists |
2023/04/15 - 11:23pm |
External Course |
Data Science, Big Data Fundamentals |
|
Data Science - Part XVII - Deep Learning & Image Processing |
2023/04/15 - 11:22pm |
External Course |
Data Science, Deep Learning, Image Processing |
|
Data Science - Part XVI - Fourier Analysis |
2023/04/15 - 11:20pm |
External Course |
Data Science, Fourier Analysis |
|
Model Selection Using Database Characteristics: Developing a Classification Tree for Longitudinal Incidence Data - DSA ADS Course 2023 |
2023/04/15 - 11:20pm |
External Course |
Data Science, Business Intelligence, Model Selection, Machine Learning, Classification Tree, Posterior Predictive Model Checking, Hidden Markov Models, Hierarchical Bayesian Methods, Random Forests, Forecasting |
|
Data Science - Part XV - MARS, Logistic Regression, & Survival Analysis |
2023/04/15 - 11:19pm |
External Course |
Data Science, MARS, Logistic Regression, Survival Analysis |
|
Data Science - Part XII - Ridge Regression, LASSO, and Elastic Nets |
2023/04/15 - 11:15pm |
External Course |
Data Science, Ridge Regression, LASSO, Elastic Nets |
|
Data Science - Part VIII - Artifical Neural Network |
2023/04/15 - 11:10pm |
External Course |
Data Science, Artifical Neural Network |
|
Data Science - Part VII - Cluster Analysis |
2023/04/15 - 11:09pm |
External Course |
Data Science, Cluster Analysis |
|
Data Science - Part V - Decision Trees & Random Forests |
2023/04/15 - 11:06pm |
External Course |
Data Science, Decision Trees, Random Forests |
|
Data Science - Part IV - Regression Analysis and ANOVA Concepts |
2023/04/15 - 11:02pm |
External Course |
Data Science, Regression Analysis, ANOVA Concepts |
|
Data Science - Part I - Building Predictive Analytics Capabilities |
2023/04/15 - 10:55pm |
External Course |
Data Science, Predictive Analytics |
|
Python for Everybody - Full University Python Course |
2023/04/15 - 7:57pm |
External Course |
Python, Data Science |
|
Statistics - Full University Course on Data Science Basics |
2023/04/15 - 7:55pm |
External Course |
Statistics, Data Science |
|
Complete Python Pandas Data Science Tutorial |
2023/04/15 - 7:46pm |
External Course |
Python, Pandas, Data Science, CSV, Excel files, Sorting, Filtering, Groupby |
|
Foundations of the Theory of Probability - DSA ADS Course 2023 |
2023/04/15 - 7:43pm |
External Course |
Data Science, Applied Probability, Probability Theory |
|
Using Bayesian Optimization to Tune Machine Learning Models |
2023/04/15 - 4:07pm |
External Course |
Bayesian Optimization, Machine Learning Models, Bayesian, Machine Learning |
|
Three Paradoxes of Big Data - DSA ADS Course 2023 |
2023/04/15 - 12:14pm |
External Course |
Big Data, Privacy, Data Science, Transparency Paradox, Identity Paradox, Power Paradox |
|
Machine Learning - Random Forests |
2023/04/15 - 11:47am |
External Course |
Machine Learning, Random Forests, Algorithms |
|
Causal Reinforcement Learning -- Part 2/2 (ICML tutorial) |
2023/04/15 - 3:03am |
External Course |
Causal Reinforcement Learning, Elias Bareinboim, Reinforcement Learning |
|
Causal Reinforcement Learning -- Part 1/2 (ICML tutorial) |
2023/04/15 - 3:00am |
External Course |
Causal Reinforcement Learning, Elias Bareinboim, Reinforcement Learning |
|
Data Science is NOT Statistics |
2023/04/15 - 2:32am |
External Course |
Data Science, Statistics |
|
Flaws and Uncertainties in Pandemic Global Excess Death Calculations |
2023/04/15 - 1:59am |
Academic Paper |
Healthcare, COVID19, COVID19 Mortality, Mortality, Excess Deaths, Bias, Demography, Death Certificates |
|
A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices |
2023/04/15 - 1:58am |
Academic Paper |
Artificial Intelligence, Machine Learning, Neuro-vector-symbolic Architecture, Raven's Progressive Matrices |
|
Damped Online Newton Step for Portfolio Selection |
2023/04/14 - 9:28pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Investing, Trading, Finance, Quantitative Finance, Universal Portfolio Selection Algorithm, Damped Online Newton |
|
MTV: Visual Analytics for Detecting, Investigating, and Annotating Anomalies in Multivariate Time Series |
2023/04/14 - 9:28pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Visual Analytics, Anomalies, Anomaly Detection |
|
Algorithmic Trading of Futures via Machine Learning - DSA ADS Course - 2023 |
2023/04/14 - 8:52pm |
External Course |
Algorithmic Trading, Future, Machine Learning, Trading, Finance, Machine Learning in Finance and Trading |
|
Skin In The Game Heuristic for Protection Against Tail Events - DSA ADS Course 2023 |
2023/04/14 - 6:33pm |
External Course |
Risk Management, Tail Events, Bell Curve, Data Science, Finance, Investing, Trading |
|
Brains, Sex, and Machine Learning |
2023/04/14 - 5:36pm |
External Course |
Artificial Intelligence, AI, Brains, Machine Learning |
|
Topological Data Analysis and Machine Learning Theory - DSA ADS Course 2023 |
2023/04/14 - 5:19pm |
External Course |
Topological Data Analysis, Machine Learning, Data Science |
|
A New Kind of Science - Computational Experiments |
2023/04/14 - 1:58pm |
External Course |
Computational Experiments |
|
Data Augmentation Can Improve Robustness - DSA ADS Course 2023 |
2023/04/14 - 1:24pm |
External Course |
Data Augmentation, Machine Learning, Computer Vision, Pattern Recognition, Artificial Intelligence |
|
Highly accurate protein structure prediction with AlphaFold |
2023/04/14 - 10:17am |
Academic Paper |
Healthcare, Health Technology, Artificial Intelligence, Machine Learning, Proteins, Protein Structure, Protein Structure Prediction |
|
A Transformer Architecture for Stress Detection from ECG |
2023/04/14 - 10:12am |
Academic Paper |
Healthcare, Health Technology, Artificial Intelligence, Machine Learning, ECG, Electrocardiogram, Signal Processing |
|
ACE: Towards Application-Centric Edge-Cloud Collaborative Intelligence |
2023/04/14 - 10:12am |
Academic Paper |
Machine Learning, Distributed, Parallel, and Cluster Computing, Edge-Cloud Collaborative Intelligence |
|
Multimodal Emotion Recognition using Transfer Learning from Speaker Recognition and BERT-based models |
2023/04/14 - 10:09am |
Academic Paper |
Robotics, Artificial Intelligence, Macchine Learning, Computer Vision and Pattern Recognition, Human-Computer Interaction, Audio and Speech Processing |
|
Delving Deep into One-Shot Skeleton-based Action Recognition with Diverse Occlusions |
2023/04/14 - 10:06am |
Academic Paper |
Robotics, Artificial Intelligence, Macchine Learning, Computer Vision and Pattern Recognition |
|
Scaling Laws for Neural Language Models |
2023/04/14 - 9:04am |
External Course |
Artificial Intelligence, Machine Learning, Language Models, Large Language Models, Scaling Laws, Deep Reinforcement Learning, Multiagent Systems |
|
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models |
2023/04/14 - 8:52am |
External Course |
Artificial Intelligence, Machine Learning, Language Models, Large Language Models |
