• Introduction to Microservices for Data Scientists

    As a brief definition, Microservices is an architecture used in software development. Every data scientist needs to have minimum knowledge of DevOps concepts to be able to deploy their own app. In this article, we are going to answer the following questions: What are microservices, why do we need them, how do they connect with…

  • Deploy a Tensorflow App using Flask and Docker

    In this article, I will go through dockerizing a flask deep learning app. The project is divided into 2 parts. The first part consists of creating the TensorFlow app using Flask. You can find the first part here. In the second part (this article), we will containerize this app using Docker. Tensorflow app using docker…

  • Emotion Detection from Text using Neural Networks and TensorFlow

    In this project, we will see step by step how to create an NLP project of sentiment analysis using TensorFlow and Streamlit. You will find the code source on the GitHub repository: Code source: https://github.com/tech-data/Emotion-Detection-from-Text-using-Neural-Netwroks