Tag - Kaggle

Big Data Science: Expectation vs. Reality

The path to success and happiness of the __data project is not always clear from the beginning. It depends on maturity of underlying platform, their cross skills and devops process around their day-to-day operations. comments By Stepan Pushkarev, CTO...

Driverless AI: Fast, Accurate, Interpretable AI

H2O.ai recently launched Driverless AI, which speeds up Sponsored Post. At H2O.ai, we’re excited to have recently launched Driverless AI, which speeds up Driverless AI turns Kaggle-winning recipes into production-ready code and is specifically design...

Entity Embeddings

Structured Deep Learning Fast No Domain Knowledge Requiring High Performing This blog will mainly focus on a not very widely known application area of deep learning, structured data. In machine learning/deep learning or any kind of predictive modelin...

First Deep Learning for coders MOOC launched by Jeremy Howard

Leading Data Scientist and entrepreneur Jeremy Howard launches a free Deep Learning course that shows end-to-end how to get state of the art results, including a top place in a Kaggle competition. By Gregory Piatetsky, KDnuggets. Jeremy P. Howard, @J...

Gradient Boosting in TensorFlow vs XGBoost

For many Kaggle-style comments By Nicolò Valigi, Founder of AI Academy Tensorflow 1.4 was released a few weeks ago with an implementation of Gradient Boosting, called TensorFlow Boosted Trees (TFBT). Unfortunately, the paper does not have any benchma...

How (and Why) to Create a Good Validation Set

The definitions of training, validation, and test sets can be fairly nuanced, and the terms are sometimes inconsistently used. In the deep learning community, “test-time inference” is often used to refer to evaluating on data in production, which is...

How Docker Can Help You Become A More Effective Data Scientist

I wrote this quick primer so you don’t have to parse all the information out there and instead can learn the things you need to know to quickly get started. comments By Hamel Husain, Airbnb For the past 5 years, I have heard lots of buzz about docker...