Author: Derrick Mwiti

In-Depth Articles for Machine Learning Practitioners

10 Real-Life Applications of Reinforcement Learning

In Reinforcement Learning (RL), agents are trained on a reward and punishment mechanism. The agent is rewarded for correct moves and punished […]

Keras Loss Functions: Everything You Need To Know

You’ve created a deep learning model in keras, you prepared the data and now you are wondering which loss you should choose […]

Random Forest Regression: When Does It Fail and Why?

In this article, we’ll look at a major problem with using Random Forest for Regression which is extrapolation. We’ll cover the following […]

image segmentation kaggle tips and tricks

Image Segmentation: Tips and Tricks from 39 Kaggle Competitions

Imagine if you could get all the tips and tricks you need to hammer a Kaggle competition. I have gone over 39 […]

Image segmentation in 2020: Architectures, Losses, Datasets, and Frameworks

In this piece, we’ll take a plunge into the world of image segmentation using deep learning. We’ll talk about: what image segmentation […]

Keras Metrics: Everything You Need To Know

Keras metrics are functions that are used to evaluate the performance of your deep learning model. Choosing a good metric for your […]