Breast cancer classification with Keras and Deep Learning

From: In this tutorial, you will learn how to train a Keras deep learning model to predict breast cancer in breast histology images. Back 2012-2013 I was working for the National Institutes of Health (NIH) and the National Cancer Institute (NCI) to develop a suite of image processing and machine learning algorithms to automatically analyze … Continue reading Breast cancer classification with Keras and Deep Learning

Build a live dashboard with Python

From: You will need Python 3+ installed on your machine. A basic knowledge of Python and Flask will be helpful. Introduction In the past, if we needed to build a web platform that keeps track of user actions and displays updates accordingly, say on the admin dashboard, we will have to refresh the dashboard … Continue reading Build a live dashboard with Python

Create a Python powered dashboard in under 10 minutes

From: Plotly graphs can be embedded in web sites to create interactive, highly customized dashboards that have many advantages over what is available with expensive, traditional BI software. Many of the world’s leading data driven companies (Netflix, Google, Siemens, and others) are using Plotly to power their dashboards. This article shows you how to create a simple Plotly dashboard using … Continue reading Create a Python powered dashboard in under 10 minutes

Pandas for Football Analysis

A Merging and Scraping DataFrame Example using Football League Data From: Introduction This tutorial will centre on how to merge DataFrames scraped from different online sources. To begin, I will merge the Premier League Table, available from, Wikipedia, with statistics relating to the average time a team spends leading, level or trailing over the course of … Continue reading Pandas for Football Analysis

Analisando ações da Bovespa

From: Sempre tive muito interesse em estudar finanças, especialmente quando comecei a investir. Depois de algumas experiências com a linguagem C durante a pós-graduação, e vendo as experiências de amigos da pós sobre o quanto o Python é versátil, resolvi estudar um pouco de finanças e, de quebra, aprender um pouco de Python. Foi … Continue reading Analisando ações da Bovespa