Fix your models by fixing your Datasets

Fix your models by fixing your Datasets

By: Atindriyo Sanyal, Vikram Chatterji, Nidhi Vyas, Ben Epstein, Nikita Demir, Anthony Corletti Abstract The quality of underlying training data is very crucial for building performantmachine learning models with wider generalizabilty. However, current machinelearning...
Machine Learning Isn’t Models, It’s Features

Machine Learning Isn’t Models, It’s Features

Why feature engineering and feature management is as important to your ML project as the algorithm you choose There are endless articles and tutorials on topics in Data Science and ML, from Scikit-learn to Keras to PyTorch. In just a few hours, you can create a GAN to...