|
Globalizing Fairness Attributes in Machine Learning: A Case Study on Health in Africa |
2023/05/03 - 4:32pm |
External Course |
Artificial Intelligence, Machine Learning, Fairness |
|
Transformer Models for Type Inference in the Simply Typed Lambda Calculus: A Case Study in Deep Learning for Code |
2023/05/03 - 4:29pm |
External Course |
Artificial Intelligence, Machine Learning, Deep Learning, Lambda Calculus, Programming Languages |
|
Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning Puzzle |
2023/05/03 - 4:24pm |
External Course |
Artificial Intelligence, Machine Learning, Double Descent, Deep Learning |
|
Exploring the synergistic potential of quantum annealing and gate model computing for portfolio optimization |
2023/05/02 - 7:23pm |
External Course |
Quantum Computing, Quantum Annealing, Gate Model Computing, Finance, Investing, Trading |
|
Classical Chaos in Quantum Computers |
2023/05/02 - 7:18pm |
External Course |
Quantum Computing, Artificial Intelligence, Machine Learning |
|
Learning a quantum computer's capability using convolutional neural networks |
2023/05/02 - 7:12pm |
External Course |
Quantum Computing, Artificial Intelligence, Machine Learning |
|
The Probability Conflation: A Reply |
2023/05/02 - 7:03pm |
External Course |
Probability Theory, Applied Probability, Applied Data Science |
|
Organizational Governance of Emerging Technologies: AI Adoption in Healthcare |
2023/05/01 - 10:54am |
External Course |
Artificial Intelligence, Machine Learning, Healthcare |
|
Generative AI at Work |
2023/04/27 - 10:57am |
External Course |
Artificial Intelligence, Machine Learning, Large Language Models, ChatGPT |
|
AI and Phronesis |
2023/04/26 - 6:38pm |
External Course |
Artificial Intelligence, Machine Learning, Phronesis, Human Computer Interaction |
|
Comparing scientific abstracts generated by ChatGPT to original abstracts using an artificial intelligence output detector, plagiarism detector, and blinded human reviewers |
2023/04/25 - 4:43pm |
External Course |
Artificial Intelligence, Machine Learning, Large Language Models, ChatGPT |
|
Quantifying Decision Making for Data Science - From Data Acquisition to Modeling - DSA ADS Course 2023 |
2023/04/17 - 11:32pm |
External Course |
Decision Making, Data Science, Data Acquisition, Modeling, ROI |
|
Natural Language Processing with Python - DSA ADS Course 2023 |
2023/04/17 - 10:20pm |
External Course |
Natural Language Processing, Python |
|
Building Data Science Teams - DSA ADS Course 2023 |
2023/04/17 - 10:12pm |
External Course |
Data Science, Teams |
|
Evolutionary Finance, Simulations and the Agent-Based Approach - DSA ADS Course - 2023 |
2023/04/17 - 9:16pm |
External Course |
Finance, Trading, Simulations, Investment, Machine Learning, Evolutionary Finance, Behavioral Finance, Agent-Based Approach |
|
Framework for Artificial Intelligence Fairness - DSA ADS Course 2023 |
2023/04/17 - 6:22pm |
External Course |
Artificial Intelligence, Machine Learning, Ethics, Fairness, Bias in AI, Methodological Bias, Bias |
|
Neurosymbolic Artificial Intelligence - DSA ADS Course 2023 |
2023/04/17 - 6:11pm |
External Course |
Artificial Intelligence, Neurosymbolic AI, Neurosymbolic Computing, Machine Learning, Explainable AI, Deep Learning |
|
Machine Learning: From Theory to Algorithms - DSA ADS Course 2023 |
2023/04/17 - 5:07pm |
External Course |
Artificial Intelligence, Machine Learning |
|
Multifractal Geometry in Stock Market Time Series - DSA External Course 2023 |
2023/04/17 - 1:59pm |
External Course |
Fractals, Multifractals, Time Series, Finance, Trading, Stocks, Takens Theorem, Chaos Theory, Chaotic Dynamical System, Portfolio Management |
|
Quantifying the Behavior of Stock Correlations Under Market Stress: DSA ADS Course - 2023 |
2023/04/17 - 1:40pm |
External Course |
Investing, Trading, Complex Systems, Applied Data Science, Probabilistic Logic, Stock Correlations, Market Stress, Finance |
|
Mining of Massive Datasets - DSA ADS Course 2023 |
2023/04/17 - 10:40am |
External Course |
Data Science, Data Mining, Algorithms, Machine Learning, Clustering, MapReduce, Dimensionality Reduction |
|
Ten Simple Rules for Initial Data Analysis - DSA ADS Course - 2023 |
2023/04/17 - 2:35am |
External Course |
Data Analysis |
|
The Seven Tools of Causal Inference, with Reflections on Machine Learning - DSA ADS Course - 2023 |
2023/04/17 - 1:49am |
External Course |
Causality, Causal Reasoning, Causal Inference, Machine Learning, Algorithms |
|
Foundations of Data Science - Textbook |
2023/04/17 - 12:32am |
External Course |
Data Science, Textbook |
|
Understanding Machine Learning - From Theory to Algorithms - Textbook |
2023/04/16 - 11:54pm |
External Course |
Machine Learning, Shai Shalev-Shwartz, Shai Ben-David |
|
Causality for Machine Learning - DSA ADS Course 2023 |
2023/04/16 - 11:47pm |
External Course |
Causality, Machine Learning, Artificial Intelligence |
|
Neurocognitive Enhancement: Applications and Ethical Issues - DSA ADS Course 2023 |
2023/04/16 - 11:42pm |
External Course |
Neurocognitive Enhancement, Neuroethics, Wearable Devices, Machine Learning, Artificial Intelligence |
|
Developing Robust Artificial Intelligence - DSA ADS Course 2023 |
2023/04/16 - 11:33pm |
External Course |
Artificial Intelligence, Machine Learning, Knowledge-driven, Reasoning-based Approach, Cognitive Models, Causality |
|
Targeted Advertising: How Do Consumers Make Inferences? - DSA ADS Course 2023 |
2023/04/16 - 11:24pm |
External Course |
Machine Learning, Targeted Advertising, Causal Inference, Recommendation Engines, Product Recommendation Engines, Targeting Accuracy, Consumer Inference, Consumer Search |
|
Data Science - Part XIV - Genetic Algorithms |
2023/04/16 - 11:18pm |
External Course |
Data Science, Genetic Algorithms |
|
Data Science - Part XIII - Hidden Markov Models |
2023/04/16 - 11:16pm |
External Course |
Data Science, Hidden Markov Models |
|
Data Science - Part XI - Text Analytics |
2023/04/16 - 11:14pm |
External Course |
Data Science, Text Analytics |
|
Data Science - Part X - Time Series Forecasting |
2023/04/16 - 11:13pm |
External Course |
Data Science, Time Series Forecasting |
|
Data Science - Part IX - Support Vector Machine |
2023/04/16 - 11:11pm |
External Course |
Data Science, Support Vector Machine |
|
Data Science - Part VI - Market Basket and Product Recommendation Engines |
2023/04/16 - 11:08pm |
External Course |
Data Science, Market Basket, Product Recommendation Engines |
|
Algorithms for Causal Reasoning in Probability Trees - DSA ADS Course 2023 |
2023/04/16 - 11:03pm |
External Course |
Causality, Algorithms, Causal Reasoning, Probability Trees, Machine Learning, Artificial Intelligence |
|
Data Science - Part III - EDA & Model Selection |
2023/04/16 - 11:00pm |
External Course |
Data Science, EDA, Model Selection |
|
AI Systems in Clinical Healthcare - DSA ADS Course 2023 |
2023/04/16 - 10:58pm |
External Course |
Healthcare, Clinical Healthcare, Artificial Intelligence, Machine Learning, Medicine |
|
Data Science - Part II - Working with R & R Studio |
2023/04/16 - 10:56pm |
External Course |
Data Science, R & R Studio |
|
Evaluations of Medical AI Devices - DSA ADS Course 2023 |
2023/04/16 - 10:42pm |
External Course |
Machine Learning, Medicine, Medical Devices, FDA, Medical Device Evaluation, Artificial Intelligence |
|
Data Fitting vs. Data Interpreting Approaches to Data Science - DSA ADS Course 2023 |
2023/04/16 - 9:22pm |
External Course |
Machine Learning, Causality, Causal Models, Knowledge Representation, Artificial Intelligence |
|
Unit Selection Based on Counterfactual Logic - DSA ADS Course 2023 |
2023/04/16 - 9:12pm |
External Course |
Unit Selection, Counterfactual Logic, A/B Testing, Statistical Analysis, Machine Learning, Artificial Intelligence |
|
Federated Learning and Mixture of Experts - DSA ADS Course 2023 |
2023/04/16 - 9:03pm |
External Course |
Machine Learning, Cluster Computing, Federated Learning, Specialized Models, Artificial Intelligence |
|
Algorithms for Causal Reasoning in Probability Trees - DSA ADS Course 2023 |
2023/04/16 - 8:52pm |
External Course |
Causality, Algorithms, Causal Reasoning, Probability Trees, Machine Learning, Artificial Intelligence |
|
Causal Model Explanation - DSA ADS Course 2023 |
2023/04/16 - 8:39pm |
External Course |
Machine Learning, Causal Data Science, Causal Inference, Linguistic Causation, CausaLM, Causal Model Explanation, Counterfactual Language Models |
|
Data Science Full Course |
2023/04/16 - 7:43pm |
External Course |
Data Science |
|
Python for Data Science - Course for Beginners |
2023/04/16 - 7:26pm |
External Course |
Python, Data Science, Pandas, NumPy, Matplotlib |
|
Learn Data Science Tutorial - Full Course for Beginners |
2023/04/16 - 6:21pm |
External Course |
Data Science, Data Science Tutorial |
|
Crimes Against Data - Andrew Gelman |
2023/04/16 - 6:19pm |
External Course |
Data Science, Andrew Gelman |
|
What is Data Science? - Andrew Gelman |
2023/04/16 - 6:18pm |
External Course |
Data Science, Andrew Gelman |
