معماری
Home / Data Science (page 3)

Data Science

From Kaggle competition to start-up and tracking 2 million km² of forest

This is a guest post written by Kaggle Competition Master and  part of a team that achieved 5th position in the ‘Planet: Understanding the Amazon from Space’ competition, Indra den Bakker. In this post, he shares the journey from Kaggle competition winner to start-up founder focused on tracking deforestation and other forest …

Read More »

Introduction To Neural Networks | No Free Hunch

This tutorial was originally posted here on Ben’s blog, GormAnalysis. Artificial Neural Networks are all the rage. One has to wonder if the catchy name played a role in the model’s own marketing and adoption. I’ve seen business managers giddy to mention that their products use “Artificial Neural Networks” and “Deep Learning”. Would …

Read More »

Introduction To Neural Networks Part 2 – A Worked Example

This tutorial was originally posted here on Ben’s blog, GormAnalysis. The purpose of this article is to hold your hand through the process of designing and training a neural network. Note that this article is Part 2 of Introduction to Neural Networks. R code for this tutorial is provided here in the Machine Learning Problem Bible.   Description …

Read More »

Carvana Image Masking Challenge–1st Place Winner’s Interview

This year, Carvana, a successful online used car startup, challenged the Kaggle community to develop an algorithm that automatically removes the photo studio background. This would allow Carvana to superimpose cars on a variety of backgrounds. In this winner’s interview, the first place team of accomplished image processing competitors named Team …

Read More »

Your Year on Kaggle: Most Memorable Community Stats from 2017

2017 has been an exciting ride for us, and like last year, we’d love to enter the new year sharing and celebrating some of your highlights through stats. There are major machine learning trends, impressive achievements, and fun factoids that all add up to one amazing community. Enjoy! Public Datasets Platform & Kernels It became …

Read More »
قالب وردپرس