by Dr. Owns | Dec 15, 2025 | Business Intelligence
in 2026, people want accountability frameworks that feel real, enforceable, and grounded in how AI behaves in live environments. in 2026, people want accountability frameworks that feel real, enforceable, and grounded in how AI behaves in live...
by Dr. Owns | Dec 15, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
What worked, what broke, and why I did it The post Lessons Learned from Upgrading to LangChain 1.0 in Production appeared first on Towards Data Science. What worked, what broke, and why I did it The post Lessons Learned from Upgrading to LangChain 1.0 in Production...
by Dr. Owns | Dec 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Softmax Regression is simply Logistic Regression extended to multiple classes. By computing one linear score per class and normalizing them with Softmax, we obtain multiclass probabilities without changing the core logic. The loss, the gradients, and the optimization...
by Dr. Owns | Dec 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
In the Author Spotlight series, TDS Editors chat with members of our community about their career path in data science and AI, their writing, and their sources of inspiration. Today, we’re thrilled to share our conversation with Maria Mouschoutzi. Maria is a Data...
by Dr. Owns | Dec 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Introduction If you work in data science, data engineering, or as as a frontend/backend developer, you deal with JSON. For professionals, its basically only death, taxes, and JSON-parsing that is inevitable. The issue is that parsing JSON is often a serious pain....
