Liam RobertsKane and Haaland — A Comparison of the Premier Leagues Top Strikers of 2022/23With 26 and 35 goals respectively at the time of writing Harry Kane and Erling Haaland have established themselves as the standout…May 12, 2023May 12, 2023
Liam Roberts4 Essential Production Tools for Data ScientistsSo you’ve trained and evaluated a great new machine learning model. Now what? In order for your model to be useful it’s going to need to be…Dec 21, 20222Dec 21, 20222
Liam RobertsSupercharge your APIs with CSV and Excel Exports (FastAPI / Pandas)Python is one of the most popular languages for analytics and data science. However, once you’ve created your analysis or machine learning…Oct 31, 20221Oct 31, 20221
Liam RobertsImproving FastAPI Applications with ExamplesFastAPI has been gaining more and more popularity over the years. It has fantastic docs (check them out: https://fastapi.tiangolo.com/) and…Sep 2, 2022Sep 2, 2022
Liam RobertsStop Pickling your ML Models. Use ONNX instead!So the first thing I will say is that there is nothing inherently wrong with pickling your models. It’s just that it imposes several…Aug 31, 20222Aug 31, 20222
Liam RobertsReducing CSV File Size with GZIP Compression in PandasYou have csv data, I have csv data we all have csv data. It’s an extremely portable and easy to work with data format, but when you get…Apr 29, 2022Apr 29, 2022