How to Create a Test Set to Approximate Business Metrics Offline
Introduction Most Kaggle-like machine learning hackathons miss a core aspect of a machine learning workflow – preparing an offline evaluation environment while building an …
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19 Data Science and Machine Learning Tools for people who Don’t Know Programming
This article was originally published on 5 May, 2016 and updated with the latest tools on May 16, 2018. Introduction Programming is an integral …
How to start applying for Analytics / Data Science Masters in the US Universities?
Introduction Planning a masters program in data science in US? But, not completely aware of the application process? Or afraid of the application process? …
10 Analytics / Data Science Masters Program by Top Universities in the US
Introduction Doing Post-graduation in the United States of America (USA) is a dream of countless students across the world. Every year, million of students worldwide appear in examinations like …
Quick Guide to Build a Recommendation Engine in Python & R
Overview Deep dive into the concept of recommendation engine in python Building a recommendation system in python using the graphlab library Explanation of the …
A comprehensive beginner’s guide to start ML with Amazon Web Services (AWS)
Introduction Learn to connect AWS instance with your laptop / desktop for faster computation! Do you struggle with working on big data (large data sets) …
Practical Guide to implementing Neural Networks in Python (using Theano)
Introduction In my last article, I discussed the fundamentals of deep learning, where I explained the basic working of a artificial neural network. If …
Deep Learning for Computer Vision – Introduction to Convolution Neural Networks
Introduction The power of artificial intelligence is beyond our imagination. We all know robots have already reached a testing phase in some of the …
Fundamentals of Deep Learning – Starting with Artificial Neural Network
Introduction Did you know the first neural network was discovered in early 1950s ? Deep Learning (DL) and Neural Network (NN) is currently driving …
Complete Solution: How I got in Top 11% of Kaggle Telstra Competition ?
Introduction Telstra is Australia’s largest telecommunications network. Telstra Network Disruptions (TND) Competition ended on 29th February 2016. This was a recruiting competition. At Analytics Vidhya, I’ve …
