MLPs (Multi-Layer Perceptrons) are great for many classification and regression tasks, but it is hard for MLPs to do classification and regression on sequences. In this code tutorial, a GRU is implemented in TensorFlow.
Data Science
This category contains posts about data science and machine learning related topics.
A Comparative Analysis Between Data mining and Statistics
Companies interest in data analysis is increasing, as it helps to proliferate their growth, expand their business, lessen the costs and can establish themselves firmly in the global market. Because of these reasons data analysis has been roped with the companies in such a way that it has become an indispensable way for companies to survive the competitive market.
What is Big Data?
When I first heard the term Big Data few years ago, I didn’t think much of it. Soon after, Big Data started appearing in many of my conversations with many of my tech friends. So when I met this Mr. Know It All consultant, I asked him ‘What is Big Data?’. He looked at me as if I just landed from Mars and went on to explain why Big Data is the next ‘in thing’ and why everyone should know about Big Data but never directly answered my question.
Fraud Detection: A Simple Machine Learning Approach
In this tutorial, I will elaborate how got I started on the Credit Card Fraud Detection competition on Kaggle. The goal of the task is to automatically identify fraudulent credit card transactions using Machine Learning. My Pythonic approach is explained step-by-step.
