Application of Kelly Criterion in Investing / Trading Strategies - DSA ADS Course - 2023 |
2023/04/17 - 10:29pm |
External Course |
Investing, Trading, Data Science, Applied Data Science, Probabilistic Logic, Information Theory, Kelly Criterion, Finance |

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 |

Application of Probability Theory in Investing / Trading Strategies - DSA ADS Course - 2023 |
2023/04/17 - 10:27am |
External Course |
Investing, Trading, Data Science, Applied Data Science, Probabilistic Logic, Information Theory, Bayesian Probability, Finance |

A Hidden Markov Model of Customer Relationship Dynamics: DSA ADS Course - 2023 |
2023/04/17 - 10:19am |
External Course |
Hidden Markov Models, Customer Relationship Management, Buying Behavior, Marketing, Dynamic Choice Model, Segmentation, Bayesian Analysis, Data Science, Markov Decision Processes, Markov Logic Networks |

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 |

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 |