Author: Cristiano

Deep Learning, Keras, Python, Tensorflow, Time Series

Heart arrhythmia detection using Deep Learning

How to combine CNNs with LSTM for time series classification using Tensorflow / Keras A common problem that Deep Learning is helping to solve lately involves time series classification. A classic approach to this kind of problem is generating features from the signals we have and training a machine learning model. The process of handcrafting …

Plotly, Python, Tutorial

Using Dash, from Plotly, to build interactive Dashboards from scratch – Part 1

In this article I am going to explain my workflow to build a dashboard to display results from an Exploratory Data Analysis, for example. The goal is to have a template of a Plotly Dash app to make it quick and easy to experiment with your dataset. Setting up a Python environment First, let’s use …