Understanding Word Embeddings
How is Google Translate able to understand text and convert it from one language to another? How do you make
Time Series Forecasting, the easy way! Let’s analyze Microsoft’s stocks
Introduction Time series forecasting and understanding time based patterns have many important applications. However, it is a territory often left
Click-Through Rate (CTR) Prediction using Decision Trees
1. Introduction In this tutorial, we will try to predict click-through rate of ads with the Decision Tree algorithm we
Understanding Decision Trees
Tree based algorithms are among the most common and best supervised Machine Learning algorithms. Decision Trees follow a human-like decision
Satellite Images, Machine Learning and Poverty
The power of AI for social good — a topic not discussed enough In the developed countries predictive AI is
A dataset and a ML problem, what should you do? An end-to-end example with housing dataset from Kaggle
In this post, we will deconstruct the basics of working with a dataset to solve ML problems. This first part
Machine Learning Algorithms 101
This blog post is for the newbies who want to quickly understand the basics of the most popular Machine Learning
Introduction to Machine Learning
What is Machine Learning? Machine Learning is the science of teaching computers to learn from data. In Arthur Samuel’s words:
Towards Machine Learning 