PinnedKyle DufraneLearning To Rank with TensorFlow RankingRecently, I built my first Learning To Rank (LTR) using the TensorFlow Ranking (TFR) library and Microsofts public ranking dataset. I am…Jul 8, 2022Jul 8, 2022
Kyle DufraneWhen creating analytical pipelines, performance and cost should always be at the forefront of an…I give you advanced group by functions. In this article, we will cover the impact and use cases of Grouping Sets and Cube. These powerful…Oct 22, 2023Oct 22, 2023
Kyle DufraneNavigating the Breeze of Data Workflow Management: Apache Airflow UnveiledIn an era where data reigns supreme, managing and orchestrating various data workflows has become the cornerstone of successful data-driven…Oct 17, 2023Oct 17, 2023
Kyle DufraneNormalized Discounted Cumulative Gain — What it does and how it worksNormalized Discounted Cumulative Gain (NDCG) is a loss metric used when training ranking models. The idea is that when search results are…Jul 8, 2022Jul 8, 2022
Kyle DufraneBreakdown FB Prophet: Forecasting at ScaleResearch paper by: Sean Taylor & Benjamin Letham (Facebook)Jul 11, 2021Jul 11, 2021
Kyle DufraneTutorial: Support Vector MachinesSupport Vector Machines (SVMs) are one of many tools used within the Data Science community. SVMs are a powerful supervised machine…Jun 19, 2021Jun 19, 2021
Kyle DufranePyTorch for NewbiesAs a newbie in this field surrounded by an incredible amount of information I find myself consistently searching the web for resources to…Jun 1, 2021Jun 1, 2021
Kyle DufraneThe Journey Into Data ScienceAs of early April, of this year, I decided to change my career trajectory, leap into Data Science, and I haven’t looked back since.May 9, 2021May 9, 2021
