Your Neural Network Can’t Explain This. TMLE to the Rescue!

by Dr. Owns | Jan 26, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Targeted Maximum Likelihood Estimation (TMLE) helps you explain patterns where other techniques fall shortContinue reading on Towards Data Science » ​Targeted Maximum Likelihood Estimation (TMLE) helps you explain patterns where other techniques fall shortContinue...

Optimising Budgets With Marketing Mix Models In Python

by Dr. Owns | Jan 26, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Part 3 of a hands-on guide to help you master MMM in pymcPhoto by Towfiqu barbhuiya on UnsplashWhat is this series about?Welcome to part 3 of my series on marketing mix modelling (MMM), a hands-on guide to help you master MMM. Throughout this series, we’ll cover key...

How Cheap Mortgages Transformed Poland’s Real Estate Market

by Dr. Owns | Jan 25, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Insights from a synthetic control groupContinue reading on Towards Data Science » ​Insights from a synthetic control groupContinue reading on Towards Data Science »  data-science, economics, hands-on-tutorials, machine-learning, real-estate Towards Data Science...

Choosing Classification Model Evaluation Criteria

by Dr. Owns | Jan 25, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Is Recall / Precision better than Sensitivity / Specificity?Continue reading on Towards Data Science » ​Is Recall / Precision better than Sensitivity / Specificity?Continue reading on Towards Data Science »  decision-making, confusion-matrix, machine-learning,...

Understanding Emergent Capabilities in LLMs: Lessons from Biological Systems

by Dr. Owns | Jan 24, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

How natural systems fundamental laws help explain AI’s unexpected abilitiesContinue reading on Towards Data Science » ​How natural systems fundamental laws help explain AI’s unexpected abilitiesContinue reading on Towards Data Science »  llm, editors-pick,...

Deep Learning for Click Prediction in Mobile AdTech

by Dr. Owns | Jan 24, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Source: https://pixabay.com/illustrations/rays-stars-light-explosion-galaxy-9350519/Machine Learning for Real-Time BiddingThe past few years were a revolution for the mobile advertising and gaming industries, with the broad adoption of neural networks for advertising...