How to Download Satellite Images for a Specific Area Using Google Earth Engine and Python In a previous article, we introduced the main types of satellite imagery, where to obtain them, and how to write our first Python script to visualize images for a specific date and area of interest (AOI). In this article, we …
Satellite imagery is a powerful resource that provides valuable information about Earth. With Python and Google Earth Engine, we can efficiently access, visualize, and analyze this data. In this tutorial, we’ll cover the main types of satellite imagery, focus on optical images, and show how to visualize them using Google Earth Engine in Python. 1. …
Getting Started with Optical Satellite Imagery Using Python and Google Earth Engine Read More »
APIs are the backbone of modern software; they connect websites, apps, smart devices, and more, enabling them to share data and deliver services. In this post, you’ll learn what an API is, how it works, and when you need one . What Is an API? An API (Application Programming Interface) is a defined set of …
What Is an API in Simple Words? A Beginner’s Guide Read More »
The CPU and GPU are essential components of laptop hardware. Before exploring their differences, let’s first understand what hardware is and its components. The Components of a Computer The components of a computer are hardware and software. What is Hardware? Hardware refers to the physical devices, both internal and external, of a computer. It includes …
Machine learning is a powerful tool for solving a wide range of problems, from image and speech recognition to natural language processing and predictive modeling. As a beginner in the field of machine learning, it can be overwhelming to decide on a project to work on. We will provide five project ideas that are suitable …
Five Machine Learning Project Ideas for Beginners Read More »
Pytorch is a free and open-source deep-learning framework developed by Meta and based on the Torch library. It is used mainly for machine learning tasks like computer vision, natural language processing, and speech recognition. In this post, you will discover the Pytorch library for Deep Learning. What Is Pytorch? Pytorch is an open-source deep learning …
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 …
Introduction to Microservices for Data Scientists Read More »
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 …
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 lamya A.Hey there! I am the creator of AI Decoder. I am a data scientist by training and a Ph.D. …
Emotion Detection from Text using Neural Networks and TensorFlow Read More »
Starting to learn machine learning online can be overwhelming because there are many good online courses out there. I understood the situation, I was there too. In this article, I will tell you more about the course that I recommend the most for any beginner in machine learning. Machine learning specialization by Andrew NG is …
Best Machine Learning Course for Beginners in 2022 Read More »
