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 […]
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, […]
Hi everyone! I’m taking an online deep learning with PyTorch course, which has turned out to be a really enjoyable experience. That being said, for our second assignment, our core focus was on building a Linear Regression model that predicts insurance charges. I sure finished that assignment. However, to spice things up a bit, I […]