Tag

Data Science
Real-life data is messy, complex, and hard to understand! Let’s see how we can make it a little simpler! One of my favourite approaches to dealing with large, complex problems is to break them down into smaller, more manageable sub-problems. This makes it easier to focus on the important bits without being overwhelmed by the...
John Smith. J Smith. Smith, John. How to find if this John is the same as that John! Have you ever searched for a contact on your phone and come up with several duplicate or near-duplicate entries? (I’m fairly certain this isn’t just me!) For me, this tends to happen when I forget that I...
Supercharging pre-trained Transformer models to deal with datasets containing domain-specific language. Transfer Learning Broadly speaking, Transfer Learning is the idea of taking the knowledge gained from performing some task and applying it towards performing a different (but related) task. Transformer models, currently the undisputed masters of Natural Language Processing (NLP), rely on this technique to...
Enabling connection through the power of Conversational AI. Stories are what make us human. Every culture in every era has had its share of stories. From the campfires of our ancestors, taking the first tentative steps in the long journey of humanity, to the giant cities built by modern humans as the undisputed masters of...