Mastering the Poisson Distribution: Intuition and Foundations

by Dr. Owns | Jan 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Take a dive into the math and exemplifying use cases of the Poisson distributionContinue reading on Towards Data Science » ​Take a dive into the math and exemplifying use cases of the Poisson distributionContinue reading on Towards Data Science »  analysis,...

Awesome Plotly with code series (Part 8): How to balance dominant bar chart categories

by Dr. Owns | Jan 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Discover the #1 strategy to handle skyscraper bars in your chartsContinue reading on Towards Data Science » ​Discover the #1 strategy to handle skyscraper bars in your chartsContinue reading on Towards Data Science »  plotly, tips-and-tricks, data-storytelling,...

Sentiment Analysis with Transformers: A Complete Deep Learning Project — PT. II

by Dr. Owns | Jan 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Master Fine-Tuning Transformers, Comparing Deep Learning Architectures, and Deploying Sentiment Analysis ModelsContinue reading on Towards Data Science » ​Master Fine-Tuning Transformers, Comparing Deep Learning Architectures, and Deploying Sentiment Analysis...

You Think 80% Means 80%? Why Prediction Probabilities Need a Second Look

by Dr. Owns | Jan 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Understand the gap between predicted probabilities and real-world outcomesContinue reading on Towards Data Science » ​Understand the gap between predicted probabilities and real-world outcomesContinue reading on Towards Data Science »  prediction-probabilities,...

From Darwin to Deep Work

by Dr. Owns | Jan 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Focus Strategies for Machine Learning PractitionersContinue reading on Towards Data Science » ​Focus Strategies for Machine Learning PractitionersContinue reading on Towards Data Science »  data-science, machine-learning, deep-learning, deep-work, productivity Towards...

Using Optimization to Solve Adversarial Problems

by Dr. Owns | Jan 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

An example of simultaneously optimizing two policies for two adversarial agents, looking specifically at the cat and mouse game.In the previous article on optimization, I looked at finding an optimal strategy for the Betting on the World Series problem. In this...