Spring Boot 4 provides a modern and efficient way to build REST APIs in Java. When combined with Spring Data JPA, Hibernate 7, and MySQL, it becomes a powerful stack for developing database-driven backend applications. In this tutorial, we will build a complete Spring Boot 4 REST API with MySQL [...]
Read MoreSpring Boot 4 and Hibernate 7 provide a powerful combination for developing modern database-driven Java applications. Spring Boot simplifies application configuration, while Hibernate handles object-relational mapping between Java objects and relational database tables. In this Spring Boot 4 + Hibernate 7 CRUD tutorial, we will build a complete CRUD application [...]
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The following article describes some Applications of Terraform. Terraform is a versatile Infrastructure as Code (IaC) tool that can be used for various applications. The following list shows some of these applications. Cloud Infrastructure Provisioning. Terraform can be used to create, update, and delete cloud resources across various cloud platforms such as AWS, Google Cloud Platform, Microsoft Azure, and more. […]
The following article describes the Benefits of Using Terraform. Basically, Terraform is a popular Infrastructure as Code (IaC) tool that allows you to define and manage your cloud infrastructure as code. The following list shows some benefits of using Terraform. Platform agnostic. Terraform supports various cloud providers such as AWS, Google Cloud Platform (GCP), Microsoft Azure, and more, as well […]
The following article explains What is Terraform and how it works. As an infrastructure-as-code tool, it allows you to define, manage, and provision infrastructure resources such as servers, networks, and storage in a declarative way. Furthermore, it is open-source. Created by HashiCorp, Terraform manages resources across multiple cloud providers such as AWS, Azure, GCP, and others. Terraform works by defining […]
The following list provides the Top 20 Interview Questions on Terraform What is Terraform and how does it work? What are the benefits of using Terraform? What is the difference between Terraform and other infrastructure-as-code tools? How do you manage state in Terraform? What is the syntax of a Terraform configuration file? How do you authenticate with cloud providers in […]
Chaos engineering is a methodology used to test and improve the resilience of complex systems by intentionally introducing controlled and carefully monitored experiments that simulate real-world scenarios of failure or disruption. In other words, it is a way to intentionally create small failures or disruptions in a system to observe how it reacts and to identify potential weaknesses or points […]
This article provides 20+ Interview Questions on Chaos Engineering. What is chaos engineering and why is it important? What are some of the common techniques used in chaos engineering? What are some of the common failure scenarios that chaos engineering can simulate? What is the goal of chaos engineering experiments? How do you determine the appropriate level of chaos for […]
Here are 10 basic programs on the Spring Framework. Hello World. A simple program that demonstrates the basic setup of a Spring project and displays a message on the console. Dependency Injection. A program that demonstrates the use of dependency injection to inject dependencies into a class. Bean Scopes. A program that demonstrates the different bean scopes available in Spring, […]
Generative AI is a field of artificial intelligence. Furthermore, it enables the creation of machines or algorithms that are capable of generating novel and creative outputs that are similar to those produced by humans. Generative AI models are trained on large datasets and use various techniques, such as deep learning, neural networks, and probabilistic models, to learn the underlying patterns […]
The following article shows an example of Creating Transformer Model Using PyTorch. Implementation of Transformer Model Using PyTorch In this example, we define a TransformerModel class that inherits from the nn.Module class in PyTorch. The TransformerModel takes in several parameters, such as ntoken (the size of the vocabulary), ninp (the dimensionality of the input embeddings), nhead (the number of attention […]
In this article, I will discuss some Python APIs for Transformer Model. Python has several APIs available for implementing Transformer models. Here are some of the popular ones. PyTorch. PyTorch is a popular deep-learning library that has native support for Transformer models. It offers an easy-to-use API for building and training neural networks, including Transformers. PyTorch also provides pre-trained Transformer […]