eBook – Guide Spring Cloud – NPI EA (cat=Spring Cloud)
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Let's get started with a Microservice Architecture with Spring Cloud:

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eBook – Mockito – NPI EA (tag = Mockito)
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Mocking is an essential part of unit testing, and the Mockito library makes it easy to write clean and intuitive unit tests for your Java code.

Get started with mocking and improve your application tests using our Mockito guide:

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eBook – Java Concurrency – NPI EA (cat=Java Concurrency)
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Handling concurrency in an application can be a tricky process with many potential pitfalls. A solid grasp of the fundamentals will go a long way to help minimize these issues.

Get started with understanding multi-threaded applications with our Java Concurrency guide:

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eBook – Reactive – NPI EA (cat=Reactive)
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Spring 5 added support for reactive programming with the Spring WebFlux module, which has been improved upon ever since. Get started with the Reactor project basics and reactive programming in Spring Boot:

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eBook – Java Streams – NPI EA (cat=Java Streams)
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Since its introduction in Java 8, the Stream API has become a staple of Java development. The basic operations like iterating, filtering, mapping sequences of elements are deceptively simple to use.

But these can also be overused and fall into some common pitfalls.

To get a better understanding on how Streams work and how to combine them with other language features, check out our guide to Java Streams:

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eBook – Jackson – NPI EA (cat=Jackson)
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Do JSON right with Jackson

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eBook – HTTP Client – NPI EA (cat=Http Client-Side)
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Get the most out of the Apache HTTP Client

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eBook – Maven – NPI EA (cat = Maven)
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Get Started with Apache Maven:

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eBook – Persistence – NPI EA (cat=Persistence)
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Working on getting your persistence layer right with Spring?

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eBook – RwS – NPI EA (cat=Spring MVC)
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Building a REST API with Spring?

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Course – LS – NPI EA (cat=Jackson)
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Get started with Spring and Spring Boot, through the Learn Spring course:

>> LEARN SPRING
Course – RWSB – NPI EA (cat=REST)
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Explore Spring Boot 3 and Spring 6 in-depth through building a full REST API with the framework:

>> The New “REST With Spring Boot”

Course – LSS – NPI EA (cat=Spring Security)
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Yes, Spring Security can be complex, from the more advanced functionality within the Core to the deep OAuth support in the framework.

I built the security material as two full courses - Core and OAuth, to get practical with these more complex scenarios. We explore when and how to use each feature and code through it on the backing project.

You can explore the course here:

>> Learn Spring Security

Course – LSD – NPI EA (tag=Spring Data JPA)
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Spring Data JPA is a great way to handle the complexity of JPA with the powerful simplicity of Spring Boot.

Get started with Spring Data JPA through the guided reference course:

>> CHECK OUT THE COURSE

Partner – Moderne – NPI EA (cat=Spring Boot)
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Refactor Java code safely — and automatically — with OpenRewrite.

Refactoring big codebases by hand is slow, risky, and easy to put off. That’s where OpenRewrite comes in. The open-source framework for large-scale, automated code transformations helps teams modernize safely and consistently.

Each month, the creators and maintainers of OpenRewrite at Moderne run live, hands-on training sessions — one for newcomers and one for experienced users. You’ll see how recipes work, how to apply them across projects, and how to modernize code with confidence.

Join the next session, bring your questions, and learn how to automate the kind of work that usually eats your sprint time.

Course – LJB – NPI EA (cat = Core Java)
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Code your way through and build up a solid, practical foundation of Java:

>> Learn Java Basics

1. Overview

In this tutorial, we’re going to look at the differences between the Java Database Connectivity (JDBC) API and the Java Persistence API (JPA).

2. What Is JDBC

JDBC is a programming-level interface for Java applications that communicate with a database. An application uses this API to communicate with a JDBC manager. It’s the common API that our application code uses to communicate with the database. Beyond the API is the vendor-supplied, JDBC-compliant driver for the database we’re using.

3. What Is JPA

JPA is a Java standard that allows us to bind Java objects to records in a relational database. It’s one possible approach to Object Relationship Mapping(ORM), allowing the developer to retrieve, store, update, and delete data in a relational database using Java objects. Several implementations are available for the JPA specification.

4. JPA vs JDBC

When it comes to deciding how to communicate with back-end database systems, software architects face a significant technological challenge. The debate between JPA and JDBC is often the deciding factor, as the two database technologies take very different approaches to work with persistent data. Let’s analyze the key differences between them.

4.1. Database Interactions

JDBC allows us to write SQL commands to read data from and update data to a relational database. JPA, unlike JDBC, allows developers to construct database-driven Java programs utilizing object-oriented semantics. The JPA annotations describe how a given Java class and its variables map to a given table and its columns in a database.

Let’s see how we can map an Employee class to an employee database table:

@Entity
@Table(name = "employee")
public class Employee implements Serializable {
    @Column(name = "employee_name")
    private String employeeName;
}

The JPA framework then handles all the time-consuming, error-prone coding required to convert between object-oriented Java code and the back-end database

4.2. Managing Associations

When associating database tables in a query with JDBC, we need to write out the full SQL query, while with JPA, we simply use annotations to create one-to-one, one-to-many, many-to-one, and many-to-many associations.

Let’s say our employee table has a one-to-many relationship with the communication table:

@Entity
@Table(name = "employee")
public class Employee implements Serializable {
 
    @OneToMany(mappedBy = "employee", fetch = FetchType.EAGER)
    @OrderBy("firstName asc")
    private Set communications;
}

The owner of this relationship is Communication, so we’re using the mappedBy attribute in Employee to make it a bi-directional relationship.

4.3. Database Dependency

JDBC is database-dependent, which means that different scripts must be written for different databases. On the other side, JPA is database-agnostic, meaning that the same code can be used in a variety of databases with few (or no) modifications.

4.4. Exception Handling

Because JDBC throws checked exceptions, such as SQLException, we must write it in a try-catch block. On the other hand, the JPA framework uses only unchecked exceptions, like Hibernate. Hence, we don’t need to catch or declare them at every place we’re using them.

4.5. Performance

The difference between JPA and JDBC is essentially who does the coding: the JPA framework or a local developer. Either way, we’ll have to deal with the object-relation impedance mismatch.

To be fair, when we write SQL queries incorrectly, JDBC performance can be abysmally sluggish. When deciding between the two technologies, performance shouldn’t be a point of dispute. Professional developers are more than capable of producing Java applications that run equally well regardless of the technology utilized.

4.6. JDBC Dependency

JPA-based applications still use JDBC under the hood. Therefore, when we utilize JPA, our code is actually using the JDBC APIs for all database interactions. In other words, JPA serves as a layer of abstraction that hides the low-level JDBC calls from the developer, making database programming considerably easier.

4.7. Transaction Management

In JDBC, transaction management is handled explicitly by using commit and rollback. On the other hand, transaction management is implicitly provided in JPA.

5. Pros and Cons

The most obvious benefit of JDBC over JPA is that it’s simpler to understand. On the other side, if a developer doesn’t grasp the internal workings of the JPA framework or database design, they will be unable to write good code.

Also, JPA is thought to be better suited for more sophisticated applications by many developers. But, JDBC is considered the preferable alternative if an application will use a simple database and we don’t plan to migrate it to a different database vendor.

The main advantage of JPA over JDBC for developers is that they can code their Java applications using object-oriented principles and best practices without having to worry about database semantics. As a result, development can be completed more quickly, especially when software developers lack a solid understanding of SQL and relational databases.

Also, because a well-tested and robust framework is handling the interaction between the database and the Java application, we should see a decrease in errors from the database mapping layer when using JPA.

6. Conclusion

In this quick tutorial, we explored the key differences between JPA and JDBC.

While JPA brings many advantages, we have many other high-quality alternatives to use if JPA doesn’t work best for our current application requirements.

Baeldung Pro – NPI EA (cat = Baeldung)
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Baeldung Pro comes with both absolutely No-Ads as well as finally with Dark Mode, for a clean learning experience:

>> Explore a clean Baeldung

Once the early-adopter seats are all used, the price will go up and stay at $33/year.

eBook – HTTP Client – NPI EA (cat=HTTP Client-Side)
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The Apache HTTP Client is a very robust library, suitable for both simple and advanced use cases when testing HTTP endpoints. Check out our guide covering basic request and response handling, as well as security, cookies, timeouts, and more:

>> Download the eBook

eBook – Java Concurrency – NPI EA (cat=Java Concurrency)
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Handling concurrency in an application can be a tricky process with many potential pitfalls. A solid grasp of the fundamentals will go a long way to help minimize these issues.

Get started with understanding multi-threaded applications with our Java Concurrency guide:

>> Download the eBook

eBook – Java Streams – NPI EA (cat=Java Streams)
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Since its introduction in Java 8, the Stream API has become a staple of Java development. The basic operations like iterating, filtering, mapping sequences of elements are deceptively simple to use.

But these can also be overused and fall into some common pitfalls.

To get a better understanding on how Streams work and how to combine them with other language features, check out our guide to Java Streams:

>> Join Pro and download the eBook

eBook – Persistence – NPI EA (cat=Persistence)
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Working on getting your persistence layer right with Spring?

Explore the eBook

Course – LS – NPI EA (cat=REST)

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Get started with Spring Boot and with core Spring, through the Learn Spring course:

>> CHECK OUT THE COURSE

Partner – Moderne – NPI EA (tag=Refactoring)
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Modern Java teams move fast — but codebases don’t always keep up. Frameworks change, dependencies drift, and tech debt builds until it starts to drag on delivery. OpenRewrite was built to fix that: an open-source refactoring engine that automates repetitive code changes while keeping developer intent intact.

The monthly training series, led by the creators and maintainers of OpenRewrite at Moderne, walks through real-world migrations and modernization patterns. Whether you’re new to recipes or ready to write your own, you’ll learn practical ways to refactor safely and at scale.

If you’ve ever wished refactoring felt as natural — and as fast — as writing code, this is a good place to start.

Course – LSD – NPI (cat=JPA)
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Get started with Spring Data JPA through the reference Learn Spring Data JPA:

>> CHECK OUT THE COURSE

eBook Jackson – NPI EA – 3 (cat = Jackson)