Journey to Machine Learning – 100 Days of ML Code - KDnuggets
A personal account from Machine Learning enthusiast Avik Jain on his experiences of #100DaysOfMLCode, a challenge that encourages beginners to code and study machine learning for at least an hour, every day for 100 days.
Build a AI-Powered Media Library with AWS
This hands-on course will introduce you to serverless computing and then you will build a serverless media library that uses AWS image recognition technology to identify and tag thousands of objects and activities in a matter of seconds.
Support Vector Machine: how it really works
[http://bit.ly/LeToR] An intuitive explanation of the Support Vector Machine (SVM), in terms of the convex hulls for the positive and negative examples. We r...
Reinforcement Learning | Monte Carlo Reinforcement Learning
This detailed article covers an introduction to the Monte Carlo Reinforcement Learning and its Implementation in Python using OpenAI Gym.
Understanding how Convolutional Neural Network (CNN) perform text classification with word embeddings
When learning to apply CNN on word embeddings, keeping track of the dimensions of the matrices can be confusing. The aim of this short post is to simply to keep track of these dimensions and understand how CNN works for text classification.