The Future of AI is in Model Compression

New research can reduce the size of your neural net in a super easy wayPhoto by Markus Spiske on UnsplashThe future looks towards running deep learning algorithms on more compact devices as any improvements in this space make for big leaps in the usability of AI.If a Raspberry Pi could run large neural networks, then artificial intelligence... Continue Reading →

Python’s Raise Keyword

How to manually throw an exception in PythonPhoto by Jonathan Daniels on UnsplashException handling in Python can be daunting. I find it particularly difficult because as a researcher, I’m just not very good at thinking like a ‘programmer’ should. I’m thinking more about the speed of my optimisation procedures, rather than ‘is my code handling all edge... Continue Reading →

What is CICD? Where is it in 2020?

OpinionAn in-depth look at the growing marketPhoto by Robynne Hu on UnsplashCICD is a development methodology which has become more important over time. In today’s software driven world, development teams are tasked with delivering applications quickly, consistently, and error-free: every single time.While the challenges are plentiful, CI/CD is simple at its core.For many organisations, achieving true continuous delivery... Continue Reading →

The Future of GIT (2020)

Opinion5 Predictions of what Data Scientists can expectPhoto by Yancy Min on UnsplashVersion Control is a pretty boring topic for most people but for coders and researchers, it’s imperative to understand. The importance of version control is really understood when you work in a big team working on a big project. With multiple users working on the... Continue Reading →

How to Deploy Streamlit on Heroku

OpinionFor Endless Possibilities in Data SciencePhoto by Kevin Ku on UnsplashIn a previous post, I predicted that the popularity of Flask would really take a hit once Streamlit comes more into the mainstream. I also made the comment that I would never use Flask again.I still stand by both of these comments.In that time, I’ve made four... Continue Reading →

PyCharm vs VSCode

OpinionIs it time to change your IDE?Photo by Thao Le Hoang on UnsplashMaybe I’m a bit behind the curve, or maybe because JetBrains have such a big hold on the Python IDE market, it became clear to me in a previous post that a lot more Python coders are using VSCode than I was expecting.Now I’ve used... Continue Reading →

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