Why Normalization Is Crucial for Policy Evaluation in Reinforcement Learning

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

Enhancing Accuracy in Reinforcement Learning Policy Evaluation through NormalizationContinue reading on Towards Data Science » ​Enhancing Accuracy in Reinforcement Learning Policy Evaluation through NormalizationContinue reading on Towards Data Science...

Build Your First API with Python and AWS

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

Learn how to create a simple, yet powerful REST API with FastAPI, DynamoDB, and AWS Lambda Functions.Continue reading on Towards Data Science » ​Learn how to create a simple, yet powerful REST API with FastAPI, DynamoDB, and AWS Lambda Functions.Continue reading on...

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,...