In Australia, students can afford tertiary education through a government loan known as the Higher Education Loan Program (HELP). To ensure the value of the loan is not devalued, they are indexed…
This blog post is an updated version of part of a conference talk I gave on GOTO Amsterdam last year. The talk is also available to watch online. As a Machine Learning Product Manager, I am…
This is the 3rd article in a larger series on Full Stack Data Science (FSDS). In the previous post, I introduced a 5-step project management framework for building machine learning (ML) solutions…
There’s a core concept in machine learning that I often tell laypeople about to help clarify the philosophy behind what I do. That concept is the idea that the world changes around every machine…
A step-by-step guide on building a team of AI agents that automate and refine the search and selection process matching job seeker's skills with job requirements
A comparison of probabilistic models and machine learning approaches for predicting Customer Lifetime Value (CLV) , and how to run a CLV project
Python classes provide a great framework for creating objects that can handle complex data structures, processes, pipelines, algorithms, or machine learning models. Object Oriented…
In this post, I’ll introduce a paradigm recently developed at Anaplan for extracting temporal information from natural language text, as part of an NLQ (natural language query) project. While I will…
Reducing the Size of Docker Images Serving LLM Models. Have you encountered a problem where a 1 GB transformer-based model increases even up to 8 GB when deployed using Docker containerization?.
So you’ve built your model, and now you want to deploy it for testing or to show it to someone like your mom or grandpa, who may not be comfortable using a collaborative notebook? No worries at all…
