Anomaly/Outlier Detection using Local Outlier Factors
Outliers are patterns in data that do not confirm to the expected behavior. While detecting such patterns are of prime importance in Credit Card Fraud, Stock Trading etc....
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The Math Behind Machine Learning
Let’s look at several techniques in machine learning and the math topics that are used in the process. In linear regression, we try to find the best fit line or hyperpl...
29 Statistical Concepts Explained in Simple English – Part 1
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlati...
Using Semantic Segmentation to identify rooftops in low-resolution Satellite images: Use case of Machine Learning in Clean Energy sector
The work is done by Jatinder Singh (also co-authored this article) and Iresh Mishra. Also thanks to Saurabh Singh for his guidance. In past, I had written about how ...
DL4J: How to create a neural network that draws images – Step by step guide
This article was written by Lukasz Ciesla Neural networks, machine learning, artificial intelligence – I get the impression that these slogans attack us from everywher...
Should Python Become Your Official Corporate Language, Along With English?
English is becoming the official language in the global business world, being currently spoken by approximately 1.75 billion people worldwide according to Harvard Busines...
Ethics in Artificial Intelligence
Ethics in machine learning are what comes to mind when we imagine a worst case scenario in the context of artificial intelligence. As an example, we can think of HAL 9000...
Embracing Conflict to Fuel Digital Innovation
When talking to clients about their business goals, most business executives are pretty clear as to what they want to accomplish, such as reducing customer churn or reduc...
AlexNet Implementation Using Keras
Introduction: Alex Krizhevsky, Geoffrey Hinton and Ilya Sutskever created a neural network architecture called ‘AlexNet’ and won Image Classification Challenge (ILSVR...