Data science service: programming, analyses and data visualization
  • Data Science service
  • Projects
  • Blog
  • Subscribe
  • Contact

Data science blogs

Data science contributes to better research & development and business solutions. This page discusses diverse data science and machine learning topics as well as analytical and visualization tools. I am honoured to be part of the Feedspot top 100 data science blogs.
Your suggestions for new topics are welcome: rrighart@googlemail.com

Picture

How to use deep learning for automated color tagging of products?

Picture
Tags facilitate image search. Color tags are used in e-commerce applications. For example, a customer who selects a green color tag can instantly select all shoes that are green. The current blog illustrates how to use deep learning to automate color tagging of a batch of 1000s of photos.
Read More

3 fascinating applications of deep learning in image classification

Picture
Image classification is the process of assigning text labels to photos. Automated image classification has the last decade had a great impulse by the rapid evolution of deep learning, based on convolutional neural networks (CNNs). In this blog I will briefly highlight 3 remarkable use cases.
READ MORE

PySpark in the context of sales data

Picture
Photo by Stephen Dawson on Unsplash
Apache Spark offers through PySpark a Python interface to work with large and big data. This is particularly of interest for sales data from the retail and e-commerce industry. This blog illustrates PySpark using the freely available online retail dataset. 
READ MORE

A Jupyter notebook and dashboard for visualizing the COVID-19 pandemic

Picture
The COVID-19 pandemic has led to a lot of exceptional visualizations from data scientist worldwide. The following Jupyter notebook and visualization dashboard display confirmed cases, recovery and fatality across different countries, corrected for population size and land area.
READ MORE

Leveraging your dashboard applications with AWS Elastic beanstalk

Picture
3 key features make Amazon Elastic Beanstalk an excellent option for dashboards: 1. Extensibility, 2. Flexibility, and 3. Continuous deployment.
READ MORE

Create insight, make your data alive with dashboards

Picture
A dashboard can be a first step to important business or research insight. During data projects, the dashboard can be automatically updated with new data. By combining different channels of information it raises useful questions and supports decision making.
READ MORE

Automating web analytics through Python

Google Analytics is a powerful tool to track web traffic. Python allows to customize statistics and visualizations, as well as to extract periodically (every week, every month) the data with a single button press.
READ MORE

Sensor time-series of aircraft engines

Picture
It is essential to plan proactively maintenance of engines of airplanes in order to prevent accidents and costly downtime. Using sensor measures of time-series, the current blog shows neural networks analyses using Keras to predict the remaining useful lifetime.
READ MORE

Webscraping and beyond

Picture
Webscraping is the process of acquiring and structuring data from the internet.
This blog explains how to use Python for obtaining the webdata. In addition, several analyses will be presented that allow visualization and statistics.

READ MORE

Plotly for effective data visualization

Picture
Plotly is a very useful tool for data visualization. Very soon, the code can become verbose. Several very good guides exist already. This blog focuses on shortening code with a couple of attractive examples.
READ MORE

Visualizing European healthcare using Tableau

Tableau is an excellent tool for creating dashboards that shows all important metrics at the same time. In this blog, an example is shown about European healthcare.
READ MORE

    Stay updated

Subscribe to Newsletter
Images were taken from Unsplash and credits go to the following persons:
unsplash-logoDaniel Korpai unsplash-logomichael podger
Picture
Picture
Picture
Ruthger Righart
Ferney-Voltaire
France

Email: rrighart at googlemail dot com
Tel.: 0033 (0)770071310

Immatriculation au Registre du Commerce et des Sociétés: 833 982 358 R.C.S. Bourg-en-Bresse. Greffe du Tribunal de Commerce, 32 Av Alsace Lorraine, 01011 Bourg-en-Bresse Cedex.
  • Data Science service
  • Projects
  • Blog
  • Subscribe
  • Contact