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…11 min read·Jul 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…4 min read·Oct 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…3 min read·Oct 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…2 min read·Jul 8, 2022----
Kyle DufraneBreakdown FB Prophet: Forecasting at ScaleResearch paper by: Sean Taylor & Benjamin Letham (Facebook)5 min read·Jul 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…4 min read·Jun 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…3 min read·Jun 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.5 min read·May 9, 2021----