Resources

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, š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

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