Machine Learning

Image by Author | ChatGPT   Introduction  Python’s built-in datetime module can easily be considered the go-to library for handling date and time formatting and manipulation in the ecosystem. Most Python coders are familiar with creating datetime objects, formatting them into strings, and performing basic arithmetic. However, this powerful module, sometimes alongside related libraries such …

10 Surprising Things You Can Do with Python’s datetime Module Read More »

Parts 1 and 2 of this series focussed on the technical aspect of improving the experimentation process. This started with rethinking how code is created, stored and used, and ended with utilising large scale parallelization to cut down the time taken to run experiments. This article takes a step back from the implementation details and …

Reducing Time to Value for Data Science Projects: Part 3 Read More »

Image by Author | Canva  Do you think only mathematicians and software engineers can work in AI? Well, you’re wrong if you do. Many people who are successful in data science and AI don’t have a tech background. So, yes, you can transition into AI even if you have started your career in, for example, …

5 Ways to Transition Into AI from a Non-Tech Background Read More »

As a developer working with machine learning models, you likely spend hours writing scripts and adjusting hyperparameters. But when it comes to sharing your work or letting others interact with your models, the gap between a Python script and a usable web app can feel enormous. Gradio is an open source Python library that lets …

Build Interactive Machine Learning Apps with Gradio Read More »

Image by Author | ChatGPT   Introduction  AI agents are autonomous software entities that perceive their environment, make decisions, and take actions to achieve specific goals. They are fundamental to modern artificial intelligence applications, ranging from chatbots to complex multi-agent systems. The Model Context Protocol (MCP) is an open standard designed for connecting AI models …

10 GitHub Repositories for Mastering Agents and MCPs Read More »

want to be machine learning engineers. I get it. It’s a great job, with interesting work, great pay, and overall, it’s very cool. However, it’s definitely not a walk in the park to become one. In this article, I aim to offer my unfiltered and candid advice to aspiring machine learning engineers.  This will be …

My Honest Advice for Aspiring Machine Learning Engineers Read More »

Image by Author | Canva   If you like building machine learning models and experimenting with new stuff, that’s really cool — but to be honest, it only becomes useful to others once you make it available to them. For that, you need to serve it — expose it through a web API so that …

Serve Machine Learning Models via REST APIs in Under 10 Minutes Read More »

AI is rewriting the day-to-day of data scientists. , data scientists must learn how to improve productivity and unlock new possibilities with AI. Meanwhile, this transformation also poses a challenge to hiring managers: how to find the best talent that will thrive in the AI era? One critical step in building a strong AI-empowered data …

Rethinking Data Science Interviews in the Age of AI Read More »

Image by Author | ChatGPT   Introduction  For years, Google Colab has stood as a cornerstone for data scientists, machine learning engineers, students, and researchers. It has democratized access to what amount to essential computing resources in today’s world such as graphics processing units (GPUs) and tensor processing units (TPUs), and has offered a free …

AI-First Google Colab is All You Need Read More »

tools for data visualization and exploration have allowed me to iterate way quicker on my computer vision projects, especially when the problems I am faced with are not straightforward and I need to make algorithm or design decisions based on dynamic time-varying signals. These signals can often be challenging to analyze by just looking at …

Interactive Data Exploration for Computer Vision Projects with Rerun Read More »