Essentials of Deep Learning: Introduction to Unsupervised Deep Learning (with Python codes)
Introduction In one of the early projects, I was working with the Marketing Department of a bank. The Marketing Director called me for a …
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Improve Your Model Performance using Cross Validation (in Python and R)
This article was originally published on November 18, 2015 and updated on April 30, 2018. Introduction One of the most interesting and challenging things …
Top 5 GitHub Repositories and Reddit Discussions for Data Science & Machine Learning (April 2018)
Introduction GitHub and Reddit are two of the most popular platforms when it comes to data science and machine learning. The former is an …
Visualize and Perform Dimensionality Reduction in Python using Hypertools
Overview Hypertools is a python library that reduces high dimensional data and plots it It uses PCA at it’s core and is built on …
A Guide to Sequence Prediction using Compact Prediction Tree (with codes in Python)
Introduction Sequence prediction is one of the hottest application of Deep Learning these days. From building recommendation systems to speech recognition and natural language …
Winning Solutions & Codes from AV’s Signature Hackathon – Lord of the Machines
Introduction Lord of the Machines, Analytics Vidhya’s recently concluded signature hackathon, was one of the most intriguing and challenging competitions we have hosted. It …
A Comprehensive Guide to Understand and Implement Text Classification in Python
Introduction One of the widely used natural language processing task in different business problems is “Text Classification”. The goal of text classification is to …
An Overview of Regularization Techniques in Deep Learning (with Python code)
Introduction One of the most common problem data science professionals face is to avoid overfitting. Have you come across a situation where your model …
An Introduction to Graph Theory and Network Analysis (with Python codes)
Introduction “A picture speaks a thousand words” is one of the most commonly used phrases. But a graph speaks so much more than that. …
Essentials of Deep Learning: Getting to know CapsuleNets (with Python codes)
Introduction Neural networks have been around since the last century but in the last decade, they have reshaped how we see the world. From …
