The second Freiburg hackathon took place in 2016, the theme of Hackathon was “Newcomers” to the city of Freiburg. SteepMinds took this challenge and came-up with an idea to encourage the people who are already living in Freiburg to help newcomers by rewarding them discounts in shops in Freiburg.
Gradient descent is one of the basic algorithm in machine learning, to master machine learning and deep learning implementing gradient descent is must. In this post, we write a simple code to implement Linear Regression using gradient descent.
In this we will build a Gender Classifer, 10 lines script that will classify anyone as Male and Female given just there body measurements i.e Height, Weight and Size. For this we will use sklearn and apply four different classifier on our given data and later on compare there score and accuracy to select best algorithm.
Linear regression is a supervised learning algorithm to predict data for future. In this post, we will apply Linear regression on the data-set provided as a challenge in the video: How to Make a Prediction - Intro to Deep Learning #1 created by Siraj Rabal on Youtube.