chris stevensApproaching a competition on Kaggle: Avito Demand Prediction Challenge (Part 3 — linear regression)After spending the past 2 articles (here and here) playing with the data in the Kaggle competition, today I will start to build a basic…May 18, 2018May 18, 2018
chris stevensApproaching a competition on Kaggle: Avito Demand Prediction Challenge (Part 2)So yesterday I began to make some strides in understanding and visualising my data. Today I will continue down this road. To split up my…May 16, 2018May 16, 2018
chris stevensApproaching a competition on Kaggle: Avito Demand Prediction Challenge (Part 1)I have wrote a little about Kaggle before and I consider it to be one of the greatest resources for someone trying to get into machine…May 15, 2018May 15, 2018
chris stevensDonors Choose Application Screening — TFIDF logistic regression for beginners day 2So previously I set up a basic logistic regression function to predict whether a project would be greenlit for funding. I achieved an error…May 14, 2018May 14, 2018
chris stevensKaggle Competition: Donors Choose Application Screening — TFIDF logistic regression for beginnersIn my past 2 articles I worked on top of tensorflow tutorials, this is great for getting into ML fast but not so great for building deeper…May 12, 2018May 12, 2018
chris stevensWhat are Convolutional Neural Networks (CNNs)? For beginners — Tensorflow MNIST CNNToday I will give a brief overview of Convolutional Neural Networks to hopefully inspire some simple intuition of how they work.May 11, 2018May 11, 2018
chris stevensAn Implementation A Day 1: Introduction and Tensorflow MNISTI am (or I was) a software developer who has worked on a range of web and native applications typically using Microsoft technologies. For…May 10, 2018May 10, 2018
