The Perceptron Algorithm explained with Python code
1. Introduction Most tasks in Machine Learning can be reduced to classification tasks. For example, we have a medical dataset and we want to classify who has diabetes (po...
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Preambles and Future Directions
I will be using this blog to assemble a number of different concepts that I introduced over many years in previous blogs (indicated in bold); then I will explain where al...
Deciphering the Neural Language Model
Recently, I have been working on the Neural Networks for Machine Learning course offered by Coursera and taught by Geoffrey Hinton. Overall, it is a nice course and pr...
Want to know how to choose Machine Learning algorithm?
Machine Learning is the foundation for today’s insights on customer, products, costs and revenues which learns from the data provided to its algorithms. Some of the mos...
Naive Bayes Classification explained with Python code
Introduction: Machine Learning is a vast area of Computer Science that is concerned with designing algorithms which form good models of the world around us (the data com...
The Best Answers to Your Most Crucial Deep Learning Questions
(picture from www.re-work.co) Most people keep close eyes on the top of the fast-moving technology trends. There’s no doubt that deep learning is most trending buzzword...
Top programming languages that will be most popular in 2017
The post ‘Top programming languages that will be most popular in 2017‘ was originally posted on the HackerEarth blog. Which is the most preferred programming ...
Correlation does not imply causation
A popular phrase tossed around when we talk about statistical data is “there is correlation between variables”. However, many people wrongly consider this to be the e...
Understanding machine learning #3: Confusion matrix – not all errors are equal
One of the most typical tasks in machine learning is classification tasks. It may seem that evaluating the effectiveness of such a model is easy. Let’s assume that we h...
Measuring Similarity between Objects
The ability to recognize objects and their relationships is at the core of intelligent behavior. This, in turn, depend on one’s ability of perceiving similarity or di...