Best Design Patterns Courses & Best Design Patterns Books 2024

Best Design Patterns Courses 2022

 

Best Design Patterns Books 2022

Head First Design Patterns: Building Extensible and Maintainable Object-Oriented Software

by Eric Freeman, Elisabeth Robson. You know you don’t want to reinvent the wheel, so you look to Design Patterns: the lessons learned by those who’ve faced the same software design problems. With Design Patterns, you get to take advantage of the best practices and experience of others so you can spend your time on something more challenging. Something more fun. This book shows you the patterns that matter, when to use them and why, how to apply them to your own designs, and the object-oriented design principles on which they’re based. Join hundreds of thousands of developers who’ve improved their object-oriented design skills through Head First Design Patterns.

If you’ve read a Head First book, you know what to expect: a visually rich format designed for the way your brain works. With Head First Design Patterns, 2E you’ll learn design principles and patterns in a way that won’t put you to sleep, so you can get out there to solve software design problems and speak the language of patterns with others on your team. This is the best Design Patterns book in 2022.

Design Patterns: Elements of Reusable Object-Oriented Software

Capturing a wealth of experience about the design of object-oriented software, four top-notch designers present a catalog of simple and succinct solutions to commonly occurring design problems. Previously undocumented, these 23 patterns allow designers to create more flexible, elegant, and ultimately reusable designs without having to rediscover the design solutions themselves.

The authors begin by describing what patterns are and how they can help you design object-oriented software. They then go on to systematically name, explain, evaluate, and catalog recurring designs in object-oriented systems. With Design Patterns as your guide, you will learn how these important patterns fit into the software development process, and how you can leverage them to solve your own design problems most efficiently.

Each pattern describes the circumstances in which it is applicable, when it can be applied in view of other design constraints, and the consequences and trade-offs of using the pattern within a larger design. All patterns are compiled from real systems and are based on real-world examples. Each pattern also includes code that demonstrates how it may be implemented in object-oriented programming languages like C++ or Smalltalk.

Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps

by Valliappa Lakshmanan, Sara Robinson, Michael Munn capture machine learning best practices and answers to reoccurring challenges The authors, three Google engineers, compile a list of tried-and-true approaches for data scientists to use as they work through the machine learning process. Hundreds of experts’ experience is codified into simple, digestible guidance using these design patterns.

You’ll find extensive explanations of 30 data and problem representation, operationalization, repeatability, reproducibility, flexibility, explainability, and fairness patterns in this book. Each pattern contains a problem description, a number of possible solutions, and suggestions for selecting the best strategy for your case. You will:

Identify and address common issues that arise while training, assessing, and deploying machine learning models.

Represent data for many types of machine learning models, such as embeddings, feature crosses, and more.

For specific challenges, select the appropriate model type.

Create a strong training loop with checkpoints, a distribution method, and hyperparameter adjustment.

Deploy scalable machine learning systems that can be retrained and updated as new data becomes available.

Model predictions should be interpreted for stakeholders, and models should treat users properly.

Node.js Design Patterns: Design and implement production-grade Node.js applications using proven patterns and techniques, 3rd Edition

by Mario Casciaro, Luciano Mammino show you how to use a set of best practices and design patterns to quickly build efficient and reliable Node.js applications.

We begin by learning the fundamentals of Node.js, including its asynchronous event-driven architecture and basic design principles. Then we’ll teach you how to use callbacks, promises, and async/await to create asynchronous control flow patterns. Then we’ll look at Node.js streams, delving into their potential and showing you how to make the most of them. Following Streams is an examination of many creational, structural, and behavioral design patterns that make use of JavaScript and Node.js to their best potential. Finally, the book delves into more sophisticated topics like Universal JavaScript, scalability, and communications patterns in order to assist you in developing enterprise-grade distributed applications.

You’ll see Node.js in action throughout the book with the help of various real-world examples that use technologies like LevelDB, Redis, RabbitMQ, ZeroMQ, and others. They’ll be utilized to show off a pattern or technique, but they’ll also provide you a good overview of the Node.js ecosystem and its solutions.

Best Design Patterns Tutorials 2022

Design Patterns Certification Training

An online course designed to give you an understanding on Design Patterns, to enhance your skills, aiming to be an efficient Software Architect and develop some highly scalable and maintainable applications.

In this module, you will understand the basic overview of OOP concepts and implementation of DAO & Factory Pattern.

(a) Object Oriented Programming concepts

(b) Unified Modeling Language

(c) Introduction to Design Patterns

(d) SOLID Principles (SRP, OCP, LSP, IS, DI)

Topics – Inheritance, Polymorphism, Interfaces, Different Member Field Attributes, Understand Design Patterns, Design Patterns using well defined UML Diagrams, Importance of Design Patterns, Introduction to different Classes of Design Patterns, Implementing DAO and Factory Pattern.

Design Patterns in C# and .NET

Design Patterns are reusable solutions to common programming problems. They were popularized with the 1994 book Design Patterns: Elements of Reusable Object-Oriented Software by Erich Gamma, John Vlissides, Ralph Johnson and Richard Helm (who are commonly known as a Gang of Four, hence the GoF acronym).

The original book was written using C++ and Smalltalk as examples, but since then, design patterns have been adapted to every programming language imaginable: C#, Java, PHP and even programming languages that aren’t strictly object-oriented, such as JavaScript.

The appeal of design patterns is immortal: we see them in libraries, some of them are intrinsic in programming languages, and you probably use them on a daily basis even if you don’t realize they are there.

This course covers all the GoF design patterns. In fact, here’s the full list of what is covered:

SOLID Design Principles: Single Responsibility Principle, Open-Closed Principle, Liskov Substitution Principle, Interface Segregation Principle and Dependency Inversion Principle
Creational Design Patterns: Builder, Factories (Factory Method and Abstract Factory), Prototype and Singleton
Structrural Design Patterns: Adapter, Bridge, Composite, Decorator, Façade, Flyweight and Proxy
Behavioral Design Patterns: Chain of Responsibility, Command, Interpreter, Iterator, Mediator, Memento, Null Object, Observer, State, Strategy, Template Method and Visitor

Java Design Patterns & SOLID Design Principles

This course starts with SOLID Design Principles in Java. It will then provide a comprehensive introduction to Java Design patterns with practical, hands on exercises.

What are SOLID Design Principles?

SOLID design principles are almost a mandatory skill for every Java developer. These principles enable you to write most reusable & clean Java code in your projects.

You’ll learn SOLID Principles which are:

Single Responsibility Principle

Open-Closed Principle

Liskov Substitution Principle

Interface Segregation Principle

Dependency Inversion Principle

All these principles are explained in detail and you’ll refactor existing Java code and apply these principles in hands on exercise along with me.

Then we move on to Java Design Patterns.

To learn about the design patterns using Java programming language we’ll discuss:

Learn what kind of problems are solved by each design pattern.

Discuss various roles in the design pattern using UML diagrams.

We’ll use UML of example that we are going to solve as well as UMLs from gang of four book

Discuss how the design pattern is applied in the example & how various parts fit together.

Hands on example using Java in Eclipse IDE that uses the design pattern.

Various design & implementation considerations for every design pattern.

Discuss how the design pattern varies from another similar pattern.

See where a design pattern is used in real life.