Unlocking the Power of Machine Learning in Analytics: Practical Use Cases and Skills

by Dr. Owns | Jan 15, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Your essential machine learning checklist to excel as a data scientist in analyticsContinue reading on Towards Data Science » ​Your essential machine learning checklist to excel as a data scientist in analyticsContinue reading on Towards Data Science »  data-science,...

Recursive Walks down User Referral Trees

by Dr. Owns | Jan 15, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Recursive Walks Down User Referral TreesMeasuring the total influence of users in a user referral program by traversing indirect referralsWithin many modern software products, there is a chance for users to refer/promote the application to other users. A natural...

LossVal Explained: Efficiently Estimate the Importance of Your Training Data

by Dr. Owns | Jan 15, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

LossVal Explained: Efficient Data Valuation for Neural NetworksHow to exploit the loss function to efficiently estimate the importance of your training dataData Valuation visualized. Understanding how important each training sample is for the performance of your...

LLM Routing — the Heart of Any Practical AI Chatbot Application

by Dr. Owns | Jan 15, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

How to building reliable, scalable and robust AI applications— explained in five minutes.Continue reading on Towards Data Science » ​How to building reliable, scalable and robust AI applications— explained in five minutes.Continue reading on Towards Data Science...

Scaling Segmentation with Blender: How to Automate Dataset Creation

by Dr. Owns | Jan 15, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

A Step-by-Step Guide to Generating Synthetic Data for Training AI ModelsPhoto by Lina Trochez on UnsplashIf you have ever trained a segmentation model for a new project, you probably know it’s not about the model. It’s about the data.Collecting images is often...

Visualizing XGBoost Parameters: A Data Scientist’s Guide To Better Models

by Dr. Owns | Jan 15, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Why understanding parameters is critical to building robust modelsContinue reading on Towards Data Science » ​Why understanding parameters is critical to building robust modelsContinue reading on Towards Data Science »  artificial-intelligence, machine-learning,...