Vegard FlovikinTowards Data ScienceMore than Just Reptiles: Exploring the Iguanas Toolkit for XAI Beyond Black Box ModelsBalancing complexity and transparency for effective decision making·14 min read·Aug 25, 2023----
Vegard FlovikinTowards Data ScienceA Gentle Introduction to Monte Carlo MethodsWith practical code examples in python·14 min read·Jan 7, 2022--2--2
Vegard FlovikFrom Zero to One Million Views on Medium: A Data Science PerspectiveThe statistics behind the numbers·9 min read·Nov 15, 2021--2--2
Vegard FlovikinTowards Data ScienceDeep learning based reverse image search for industrial applicationsFrom unstructured data to content based image retrieval·8 min read·Oct 26, 2020----
Vegard FlovikinTowards Data ScienceQ&A with a Data ScientistMy transition from Physics to Data Science, and what it is like working as a Data Scientist·10 min read·Sep 27, 2020----
Vegard FlovikinTowards Data ScienceDeep Transfer Learning for Image ClassificationA step-by-step tutorial from data import to accuracy evaluation·15 min read·Feb 28, 2020--2--2
Vegard FlovikinTowards Data ScienceHow (not) to use Machine Learning for time series forecasting: The sequelAvoiding the pitfalls of time series analysis·13 min read·Jan 2, 2020--15--15
Vegard FlovikinTowards Data ScienceBuilding an AI that can read your mindMachine learning for Mental State Classification using EEG data·8 min read·Nov 4, 2019--1--1
Vegard FlovikinTowards Data ScienceMachine Learning: From hype to real-world applicationsHow to utilize emerging technologies to drive business value·11 min read·Sep 16, 2019--2--2
Vegard FlovikinTowards Data ScienceThe hidden risk of AI and Big DataRecent advances in AI have been made possible through access to “Big Data” and cheap computing power. But can it go wrong?·8 min read·Aug 14, 2019----