Machine Learning

Introduction to Tensorflow – Part 1

  Hello friends, in this and upcoming tutorials, we will try to understand TensorFlow and how we can use it to generate some interesting neural network infrastructures. TensorFlow is an open source Python software library for high-performance numerical computation created and released by Google under Apache 2.0 open source license. It is a foundation...

Neural Network Part 1

Perceptron Learning In the previous post, a simple neural network was developed but you might have found jargons of the neural network like activation function, loss function and you would have said what the heck these words mean? This is what I will try to explain in this and next few articles. A neuron...

Iris dataset dissected

Iris dataset is considered as hello world program for a new data scientist. It is easy and one of the most widely studied data set. Iris data set is a multi-class classification problem where from features of Iris flowers, it is required to find which species the flower belongs. The features provided in the dataset...