The advances of systems powered by machine learning and artificial intelligence are undeniable and at times pretty cool. Think of how the recent announcement of ChatGPT has captured the collective imagination of over a million users in… Read More »Standards in AI — The new AI Standards Hub
I am sure you may have come across a few examples of the prowess of DALL-E and Stable diffusion. In my most recent post in the Domino Data Blog I explore diffusion probabilistic machine learning models by… Read More »Diffusion Models – More than adding noise
So, you have a machine learning model! Congratulations! Now what? Well, as I always remind colleagues, there is no such thing as a perfect model, only good enough ones. Ensuring that your machine learning model… Read More »Building Robust Models with Cross-Validation
If the mention of “Transformers” brings to mind the adventures of autonomous robots in disguise you are probably, like me, a child of the 80s. However, a different kind of transformers is what a lot of people… Read More »Transformers – Self-Attention to the rescue
When you are fundraising, it’s AI. When you are hiring, it’s ML. When you are implementing, it’s logistic regression – Everyone
Surely you have heard of many fantastic applications where Deep Learning is being employed. There are a few options for us to implement deep learning methods: TensorFlow, PyTorch, Caffe Keras and MXNet. In my recent… Read More »Tensorflow, PyTorch or Keras for Deep Learning
Whether you are a Machine Learning enthusiast, or a Data Science ninja training models for all sorts of applications, you may have heard of the need to use graphical processing units (GPUs) for machine learning and Artificial… Read More »Powering Up Machine Learning with GPUs
Are you interested in exploring data using Python? If so, take a look at my this blog post of mine… where I talk about using Pandas Profiler and D-Tale to carry out data exploration. Helpful… Read More »Data Exploration with Pandas Profiler and D-Tale
This is a video I made for my publisher about my book “Data Science and Analytics with Python”. You can get the book here and more about the book here. The book provides an introduction… Read More »Data Science and Analytics with Python – Video
This is a reblog of a story in ScienceDaily. See the original here. Underwhelming results underscore the complexity of language evolution while showing promise in some current applications Researchers have investigated the ability of machine… Read More »Sci-Advent – New study tests machine learning on detection of borrowed words in world languages