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Category: Problem Solving

Artificial Intelligence

Using AI on PySpark workloads with Databricks

Posted on 2023-06-302026-03-01 by justinmatters

Recently Databricks made an exciting announcement. They have created a new library which allows you to use large language models to perform operations on PySpark…

Artificial Intelligence

Using Generative AI in Creative work

Posted on 2023-05-282026-03-01 by justinmatters

I recently produced a roleplaying game and released it onto DriveThruRPG. The game is called Rogues Conclave and you can download it for free if…

Problem Solving

Managing People for Growth

Posted on 2023-02-262023-03-03 by justinmatters

I have recently been attending a course called Managing People for Growth run by Scottish Enterprise. It was a hybrid online and in person course…

Data Science

Curve Fitting with SciPy

Posted on 2022-07-312022-08-14 by justinmatters

The usual approach to prediction problems these days is to create a machine learning model. However machine learning models can struggle to train on sparse…

Problem Solving

Experimental Mathematics

Posted on 2022-06-122022-08-05 by justinmatters

Sometimes you need to prove something for a project mathematically. However what if there might be an error in your reasoning that means that your…

Data Science

Coalesce for Combining Columns in Pyspark

Posted on 2022-05-012022-05-01 by justinmatters

We can frequently find that we want to combine the results of several calculations into a single column. For instance perhaps we have various data…

Data Science

Handy Hints for Azure Data Studio

Posted on 2022-04-302022-05-01 by justinmatters

Azure Data Studio is a great application for working with databases on Azure. Here are a few hints to improve quality of life on Azure…

Data Science

Pandas User Defined Functions for PySpark

Posted on 2022-03-072022-05-01 by justinmatters

Today I want to take a look at a neat feature of Pyspark called Pandas User Defined Functions. As the name suggests, a Pandas UDF…

Data Science

Document OCR with OpenCV and Tesseract

Posted on 2022-02-27 by justinmatters

I recently revisited a project I had been working on to familiarise myself with OpenCV and tidied it up for release. In essence the program…

Problem Solving

A Quick Guide to the Python argparse Library

Posted on 2022-01-302022-02-06 by justinmatters

I recently needed to handle some arguments for a command line Python program. I considered using the built in sys.argv approach, but decided that it…

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