Basics of Bayesian Decision Theory
The use of formal statistical methods to analyse quantitative data in data science has increased considerably over the last few years. One such approach, Bayesian… Read More »Basics of Bayesian Decision Theory
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Probabilistic Forecasting: Learning Uncertainty
The majority of industry and academic numeric predictive projects deal with deterministic or point forecasts of expected values of a random variable given some conditional… Read More »Probabilistic Forecasting: Learning Uncertainty
Swarm Optimization: Goodbye Gradients
Fish schools, bird flocks, and bee swarms. These combinations of real-time biological systems can blend knowledge, exploration, and exploitation to unify intelligence and solve problems… Read More »Swarm Optimization: Goodbye Gradients
A Simple Introduction to Complex Stochastic Processes – Part 2
In my first article on this topic (see here) I introduced some of the complex stochastic processes used by Wall Street data scientists, using a simple… Read More »A Simple Introduction to Complex Stochastic Processes – Part 2
A Simple Introduction to Complex Stochastic Processes – Part 2
In my first article on this topic (see here) I introduced some of the complex stochastic processes used by Wall Street data scientists, using a… Read More »A Simple Introduction to Complex Stochastic Processes – Part 2
Credit Risk Prediction Using Artificial Neural Network Algorithm
1 Introduction Credit risk or credit default indicates the probability of non-repayment of bank financial services that have been given to the customers. Credit risk… Read More »Credit Risk Prediction Using Artificial Neural Network Algorithm
18 Great Articles About Predictive Analytics
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, correlation, outliers,… Read More »18 Great Articles About Predictive Analytics
Neural network classification of data using Smile
Data classification is the central data-mining technique used for sorting data, understanding of data and for performing outcome predictions. In this small blog we will… Read More »Neural network classification of data using Smile
College Hoops Conference Rankings
It’s that time of the year again — the start of March Madness, 2018. Last Sunday, the selection show announced the 68 teams, and the… Read More »College Hoops Conference Rankings
Machine Learning Explained: Understanding Supervised, Unsupervised & Reinforcement Learning
Machine Learning is guiding Artificial Intelligence capabilities. Image Classification, Recommendation Systems, and AI in Gaming, are popular uses of Machine Learning capabilities in our everyday… Read More »Machine Learning Explained: Understanding Supervised, Unsupervised & Reinforcement Learning