When it comes to being a great hire, technical skills aren’t everything being looked at; behavioral skills also have a heavy weight on the overall decision process.
We live in a far from perfect world, and many times, the data we need for training our machine learning models isn’t already present in some Internet dataset. As a result, it’s quite important for a machine learning developer to understand how exactly they can construct their own datasets in such situations. In today’s post, […]
When it comes to building neural network models, there’s a lot of factors to consider such as hyperparameter tuning, model architecture, whether to use a pre-trained model or not, and so on and so forth. While it’s true that these are all important aspects to consider, I would argue that proper understanding of data representations […]
Deep learning is one of the hottest topics in today’s digital world. Everyone wants to know just how much potential this tool has in terms of revolutionizing technology and whether or not it will be able to introduce utopian elements such as intelligent autonomous systems (chatbots, self-driving cars, etc.). However, before one delves into the […]
The Rise of Deep Learning In the span of a few years, deep learning has taken the world by storm and has established itself as a very powerful tool under many applications such as image classification, anomaly detection, natural language processing, and much more. This became possible especially through the emergence of deep neural networks, […]