We’ll talk about Apache Beam in this guide and discuss its fundamental concepts. We will begin by showing the features and advantages of using Apache Beam, and then we will cover basic concepts and terminologies. Ever since the concept of big data got introduced to the programming world, a lot…

If you are reading this blog I assume you are already familiar with the Apache Camel. If not, firstly, visit “Overview of Apache Camel”. Here, In this blog, we are going to discuss the EIP pattern (Enterprise Integration Patterns) in Apache camel. What is EIP? EIP is a catalog of design patterns for…

In this blog, we are going to create RESTful APIs using spring boot and containerized MongoDB. What are RESTful API, SpringBoot, and Containerized MongoDB In this section, we will go through the term’s REST API, SpringBoot, and Containerized MongoDB RESTful API A REST API (also known as RESTful API) is an application programming interface that conforms to the constraints of…

Spring framework is very popular and most widely used across the world. It is also one of the oldest frameworks in Java. The Spring Cloud GCP project makes the Spring Framework a first-class citizen of the Google Cloud Platform (GCP). Cloud Spanner is a fully managed relational database with unlimited…

In this blog, we will discuss and build a music genre classification model to predict the genre/label of the music/song. Music Genre Classification Today we will build a Tensorflow sequential model to automatically classify different musical genres from the given input audio files. Dataset To train our ml classifier model to predict the audio’s…

What is a PCollection? — A PCollection represents a distributed data set that your Beam pipeline operates on. The data set can be bounded, meaning it comes from a fixed source like a file, or unbounded, meaning it comes from a continuously updating source via a subscription or other mechanism. Your pipeline typically creates an…

Enterprise Integration Patterns are a collection of typical solutions to integration difficulties. …

In the Apache Camel series, we have already reached the halfway mark. But, in this blog, you’ll tackle one of the most difficult aspects of integration: dealing with the unexpected. When it comes to handling unforeseen occurrences, developing applications that integrate different systems is difficult. You can manage these occurrences…

Nearly all business processes today begin, include or end with a document. Most companies are sitting on the document goldmine. Thinking of which some are PDFs, emails, customer feedback, patents, contracts, technical documents, sensitive documents, HR files and the list goes on. These documents are only going to grow with…