Introduction to Artificial Neural Network in Python

Leave a comment

Table of Contents Biology inspires the Artificial Neural Network What is an Artificial Neural Network? What can an Artificial Neural Network do? Early model of ANN The McCulloch-Pitts model of Neuron (1943 model) Perceptron model Multilayer perceptron model Training phase of a neural network Bringing it all together Conclusion The Python implementation presented may be …

Learn More

The State of Machine Intelligence – AI Landscape

Leave a comment

I am reading through “Artificial Intelligence Now” book by O’Reilly media, and the information provided is very useful. I thought of sharing my experiences and learning in this series. The very first thing that makes me excited is the way the AI landscape is growing year by year (Please see below)Source: http://www.shivonzilis.com/ , Please go through this. This is an excellent article shared on AI

Learn More

Understand Your Machine Learning Data With Descriptive Statistics in Python

Leave a comment

You must understand your data in order to get the best results.In this post you will discover 7 recipes that you can use in Python to learn more about your machine learning data.Let’s get started.1. Peek at Your DataThere is no substitute for looking at the raw data.Looking at the raw data can reveal insights that you cannot get any other way. It can also plant seeds that may later grow into ideas on how to better preprocess and handle the data for machine learning tasks.You can review the first

Learn More

How to Develop a Character-Based Neural Language Model in Keras

Leave a comment

A language model predicts the next word in the sequence based on the specific words that have come before it in the sequence.It is also possible to develop language models at the character level using neural networks. The benefit of character-based language models is their small vocabulary and flexibility in handling any words, punctuation, and other document structure. This comes at the cost of requiring larger models that are slower to train.Nevertheless, in the field of neural language

Learn More

3D Plane wire frame Graph

Leave a comment

In this tutorial, we cover how to make a wire frame / plane graph in Matplotlib. For this, we’re just going to use the sample data provided by Matplotlib and leave it there. This type of graph is very specific in its application. If you happen to have your own data, feel free to substitute!The below code covers an example. I have included the commented out function that generates test data for this, in case you are curious:Not going to cover it officially, but check out:Source: Python

Learn More