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
Apple published a nearly 60-page report that outlines the range of health related features they manage, including also some mentions to the partnerships they have with medical institutions. This is highlights the importance that the company places… Read More »Apple + Healthcare
I received a notification that my “Data Science and Analytics with Python” book is now available in Chinese. Great news and 谢谢! You can take a look at the English versions (here and here) The Chinese version… Read More »Data Science and Analytics with Python – Now in Chinese
Surely you have heard of clustering as a way to help organising data into different groups depending on the features at hand. Clustering algorithms are part of unsupervised machine learning. In my post in the Domino… Read More »Getting started with k-means clustering in Python
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
Python and R are not the only programming languages used in data science or machine learning applications. In a recent post in the Domino Data Blog I argue about the usefulness of MATLAB. Check the… Read More »Using MATLAB for Data Science and Machine Learning
Always wanted to get some data from the web in a programmatic way? Well, check out my recent post in the Domino Data Blog where I discuss how to get data with the help of… Read More »Getting Data with Beautiful Soup
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
Hello again this is a video I recorded for my publisher about my book “Advanced Data Science and Analytics with Python”. This is a video I made for my publisher about my book “Data Science… Read More »Advanced Data Science and Analytics with Python – Video
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