Category Archives for "Data Science"
When I have to deal with Huge image datasets, this is what I do. Working with image datasets in Kaggle competitions can be quite problematic, your computer could just freeze and don't care about you anymore. To stop this things from happening, I'm going to be sharing with you here the 5 Major Steps to work with Image datasets.
Having some conversations about the Monty Hall experiment and got quite surprised on how many people even after the explanation, still think that they would have more chances of winning by sticking with the first choice. I started to think, there has to be a way that I can explain this better. Elaborating on this that let me to this analysis that I present to you today.
Let’s talk about how you can bring your AI application into the world.
Machine Learning and AI projects are getting a lot of attention these days. A great deal of libraries are in the game. You can easily play around and fast enough create your on model, maybe even test it on some dataset on kaggle. But have you ever thought about taking AI to the real world, like self-driving cars?
One of the problems with machine learning is that is heavily based on datasets that were labeled by people, and people can, sometimes, have a biased view of the world, not just that, some datasets could also have bias in the sense of exploring just one part of a population while excluding others.