The Hundred-Page Machine Learning Book offers a concise introduction to machine learning concepts, supervised and unsupervised learning, neural networks, and deep learning. Burkov expertly presents complex ideas in a clear and accessible manner, providing valuable intuition and practical advice for each algorithm. Whether you’re an experienced data scientist or just software developer books getting started with machine learning, this book is a must-read for anyone seeking to expand their skills in this rapidly evolving field. Building scalable and resilient distributed systems is crucial in the era of cloud computing. Mikito Takada’s Distributed Systems for Fun and Profit is a must-read for any software developer looking to master distributed systems.

A handbook of agile software craftsmanship

The book covers the author’s experience as a project manager at IBM, where he was responsible for some massive software projects. This is a great book that will make you realise your potential as a software developer and can help you find ways to gain more respect and freedom from your coding skills. So these are a few books that you must read once in your lifetime in order to gain knowledge about becoming a better programmer. These books will increase your intelligence and help you use your unique mind to become a better programmer. If you assume that the reading habits / taste in books of developers who write these lists aren’t significantly different from those who don’t, though, then they’re a representative sample of the whole.

The Art of Computer Programming – Donald Knuth #

As a developer, you must not only keep up with the rapidly evolving technological trends but also comprehend the business sectors that support the software. It is ideal for analysts who are new to Python as well as Python programmers who are new to data science and scientific computing. This book will assist you in laying the groundwork for both small and large applications. After completing this, you will be a competent JavaScript developer with extensive knowledge of JavaScript.

Clean Code: A Handbook of Agile Software Craftsmanship [Robert C. Martin] on *FREE* shipping on qualifying…

After thoroughly reading this book, you will be able to write clean, beautiful, and practical code. This book is a reservoir of knowledge for beginner and intermediate JavaScript developers, covering concepts such as control structure, function, and data structure. You will also learn about bug fixing & error handling, modularity, asynchronous programming, basic web applications, and how to effectively use the DOM, which is an essential skill for any web developer.

Written by Aman Bhatia

Designing Data-Intensive Applications explores the challenges and design principles behind such systems. The book covers an exhaustive range of data storage and processing technologies, from relational databases to distributed systems, messaging queues, and stream processing. The book also covers critical aspects like data consistency, durability, and fault tolerance.

​14. Programming Pearls

If we find a person with a rare intellect, we should ask him about the books he reads. If you are a coder, you should be also a good reader because it develops the mind and the mind is your weapon. Before finding any solution to a problem – reading and understanding the problems is the most important if you are a coder or any problem solver. Without good reading and comprehension skills, a person takes more time to understand the problems before solving them.

By the time you finish this book, you’ll be able to take advantage of the best design practices and experiences of those who have fought the beast of software design and triumphed. Some books on algorithms are rigorous but incomplete; others cover masses of material but lack rigor. Introduction to Algorithms uniquely combines rigor and comprehensiveness.

This book is a timeless read for any level of software engineer that will be as useful in 10 years as it is today. Understanding the expectations for a top engineer and how the journey unfolds will give you valuable insights for a successful career. The world of programming is vast and ever-evolving, making it crucial for developers to stay up-to-date with the latest tools, technologies, and best practices.

It’s a chronicle of a real life open source project that, some might say, was fated from the start. It shows a lot of the concepts outlined in these books at play in real world software development stories. Like any other craft, computer programming has spawned a body of wisdom, most of which isn’t taught at universities or in certification classes.

That said, what sets this book apart for me is its emphasis on practical, real-world truths over theoretical concepts. For me, McConnell masterfully integrates insights from research, academia, and commercial practice into a single, comprehensive guide. This is not all that common, and I really appreciate how he tried to do this. Being an MIT textbook (of sorts), you should expect a rigorous yet engaging style that not only keeps you interested but also transforms your perspective on programming. It’s especially great if you’d like to gain a deeper understanding of functional programming and its mathematical roots.

Although written 20 years ago, this book is still relevant today and covers various tips to help you can become a better programmer. Developer Hegemony looks at the past, present, and future of corporations and what it means for software developers. We are the ones who are producing the assets for the companies we work for. Often, if it wasn’t for the software developers, the company wouldn’t make any money. DEV Community — A constructive and inclusive social network for software developers.

More importantly, you will be challenged to reassess your professional values and your commitment to your craft. But if code isn’t clean, it can bring a development organization to its knees. It’s a cleverly illustrated and eminently comprehensible story—and along the way, you’ll discover you’ve gained a real context for understanding today’s world of PCs, digital media, and the Internet. No matter what your level of technical savvy, CODE will charm you—and perhaps even awaken the technophile within. Although this book was conceived several decades ago, it is still a timeless classic. One of the book’s greatest strengths is the wonderful collection of problems that accompany each chapter.

  1. If you are keen to learn how to write flexible, adaptable code that is easy to maintain, then this book is a must-read.
  2. The book focuses on how these programmers achieved so much in their lives and the struggles they did in order to get success.
  3. This book is full of tips on ways to improve your thinking, learn faster and remember what you learn.
  4. Good code and bad code can both work just fine, but bad code will eventually come back to bite you when you least expect it.
  5. Programming Pearls contains essays that each try to instill lessons of thinking like a programmer.

One of my first jobs in IT was at a physics laboratory where much of the software was written by long-gone graduate students. The depths of this mission-critical code was largely unplumbed, and supporting it was a near constant nightmare. Coding, according to the synopsis of Soft Skills, is the fun part of being a developer. If you want to get a taste of not only what you’ll be asked in interviews, but the kinds of tricky problems you may have to solve in the real world, Cracking the Coding Interview should be on your bookshelf.

This is the goto book on Test Driven Development and is packed with examples, so you can see how to do it in practice. Anyone who has been a programmer for a little will have come across Martin Fowler. He writes numerous useful articles on his website, I especially like his posts about microservices. It is no accident that the cover of this book has woodworking tools instead of a keyboard and mouse. The rich text element allows you to create and format headings, paragraphs, blockquotes, images, and video all in one place instead of having to add and format them individually. We’re a place where coders share, stay up-to-date and grow their careers.

“The World is Flat” won’t teach you what to name your variables, but it will immerse you for 6 or 8 hours in economic realities that have already arrived. If you can read it, and not get scared, then go out and buy “Code Complete.” When I was halfway, I realized this was the greatest book about programming I had read so far. Types and Programming Languages by Benjamin C Pierce for a thorough understanding of the underpinnings of programming languages.

Software development projects can be fun, productive, and even daring. Yet they can consistently deliver value to a business and remain under control. Programming has already eroded to the point of paying less than, say, plumbing. The style shown here is excellent – the code just speaks for itself, and the whole book follows the KISS principle. The idea being that there are failing parts in any given piece of software that are masked by failures in other parts or by validations in other parts. See a real-world example at the Therac-25 radiation machine, whose software flaws were masked by hardware failsafes.

Head First Design Patterns provides a visually engaging introduction to design patterns, making it accessible to developers at any level of expertise. Head First Design Patterns is a game-changer for software developers trying to wrap their heads around the complex world of object-oriented programming. The book uses a fun, witty approach to make the subject more accessible, but don’t let that fool you — it’s jam-packed with helpful information and insights.

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