Holistic AI EngineeringAll about big data in PythonWithout a doubt, Python is a fast language to write in. It makes it easy to prototype and experiment—you don’t need to worry about managing…Apr 11, 2023Apr 11, 2023
Holistic AI EngineeringHandling of default parameters & mutable objects in PythonA common mistake when designing Python functions that take mutable objects as parameters is to assign an empty collection, e.g. a list…Mar 21, 2023Mar 21, 2023
Holistic AI EngineeringBias Metrics for Regression & Multi-class ModelsFollowing our introductory post, “Bias in AI: A Python primer” this post continues where the first one left off. We have covered how to…Mar 10, 2023Mar 10, 2023
Holistic AI EngineeringBias in AI: A Python primerAI systems can be biased against some minority groups. Among some of the high profile cases, Amazon’s recruiting algorithm was biased…Mar 7, 2023Mar 7, 2023
Holistic AI EngineeringGenerating PDF Reports: an automation storySo you want to generate reports, based on a variety of data (strings, rich text, tables, numbers, etc.), automatically and flexibly. Where…Feb 21, 2023Feb 21, 2023
Holistic AI EngineeringHow to avoid Google Identity Platform emails getting marked as spam or having Firebase as the…If you ever worked with the Google Identity Platform then you probably encountered one of the two following problems or even both: emails…Feb 17, 2023Feb 17, 2023
Holistic AI EngineeringStoring Protocol Buffers data in GCP Datastore using the Datastore Java SDKStoring protocol buffers in Datastore can be tricky as we discovered whilst building one of our services. In this article, I want to share…Feb 3, 2023Feb 3, 2023
Holistic AI EngineeringHow to automate creating reports using docx templatesAutomating the creation of reports is a surprisingly challenging task. We explored three solutions:Jan 26, 2023Jan 26, 2023
Holistic AI EngineeringUsing Weasyprint and Jinja2 to create PDFs from HTML and CSSEasily create print-format documents using Python and HTML/CSSJan 23, 2023Jan 23, 2023
Holistic AI EngineeringHow to create customisable PDF reports in Python using fpdf2Do you want to create a PDF report to display the results of your work to a client, a teacher or even for yourself, but you don’t want to…Jan 20, 2023Jan 20, 2023