Learning Engineering

This book explains engineering practice, what engineers actually do in their work. The first part explains how to find paid engineering work and prepare for an engineering career. The second part explains the fundamentals of engineering practice, including how to gain access to technical knowledge, how to gain the willing collaboration of other people to make things happen, and how to work safely in hazardous environments.

This audiobook teaches you how to build an intelligent system from end to end and leverage machine learning in practice. You will understand how to apply your existing skills in software engineering, data science, machine learning, management, and program management to produce working systems.

We are living through a revolution in machine learning-powered AI that shows no signs of slowing down. This technology is based on relatively simple mathematical ideas, some of which go back centuries, including linear algebra and calculus, the stuff of seventeenth- and eighteenth-century mathematics. It took the birth and advancement of computer science and the kindling of 1990s computer chips designed for video games to ignite the explosion of AI that we see today. In this enlightening book, Anil Ananthaswamy explains the fundamental math behind machine learning.

A new and expanded edition of one of the decade’s most influential education books. “The bible of the maker movement in schools” includes new coverage of the BBC micro:bit, Scratch, littleBits, Hummingbird robotics, equity issues, and lessons from schools around the world. In this practical guide, Sylvia Martinez and Gary Stager provide K-12 educators with the how, why, and cool stuff that supports making in the classroom, library, makerspace, or anywhere learners learn. Join the maker movement and transform education! There’s a technological and creative revolution underway. ...

The human brain is an extraordinary machine. Its ability to process information and adapt to circumstances by reprogramming itself is unparalleled and it remains the best source of inspiration for recent developments in artificial intelligence. In How We Learn, Stanislas Dehaene decodes the brain's biological mechanisms, delving into the neuronal, synaptic, and molecular processes taking place. He explains why youth is such a sensitive period, but assures us that our abilities continue into adulthood and that we can enhance our learning and memory at any age.

If you need a go-to guide with numerous examples and coded programs, Python Machine Learning will be the answer. If you want to train your own models and enhance them to achieve your demand, Python Machine Learning is the exact tool. Do you want to train the machines and model to carry out complex jobs with accurate date and predictions in a more efficient way? Do you want to have a quick start in the right direction to enter into the Python world?

Are you looking to expand your skill set to increase your value in the job market? If you have a knack for problem-solving, coding can be a rewarding and fun skill to learn. Coding is one of the most in-demand skills that employers are looking for, and they are willing to pay for it. Monster.com, a popular job search site, reports that jobs requiring coding skills pay an average of $22,000 more per year, compared to other noncoding jobs.

The Prompt Engineer: A Comprehensive Guide to Becoming Highly Effective" is a book aimed at individuals seeking to develop their prompt engineering skills and become highly effective prompt engineers. The book covers a wide range of topics, including an overview of prompt engineering, essential skills for prompt engineers, tools of the trade, designing effective prompts, implementation and deployment, and advanced topics in prompt engineering. In the first chapter, readers will gain an understanding of what prompt engineering is and its applications in modern businesses. Chapter two delves ...

Millions of data enthusiasts from around the world compete on Kaggle, the most famous data science competition platform of them all. Participating in Kaggle competitions is a surefire way to improve your data analysis skills, network with an amazing community of data scientists, and gain valuable experience to help grow your career. The first audiobook of its kind, The Kaggle Book assembles in one place the techniques and skills you'll need for success in competitions, data science projects, and beyond.

Today's "machine-learning" systems, trained by data, are so effective that we've invited them to see and hear for us - and to make decisions on our behalf. But alarm bells are ringing. Systems cull résumés until, years later, we discover that they have inherent gender biases. Algorithms decide bail and parole - and appear to assess black and white defendants differently. We can no longer assume that our mortgage application, or even our medical tests, will be seen by human eyes. And autonomous vehicles on our streets can injure or kill.

In recent years "recovery" has become a sports and fitness buzzword. Anyone who works out or competes at any level is bombarded with the latest recovery products and services: from drinks and shakes to compression sleeves, foam rollers, electrical muscle stimulators, and sleep trackers. In Good to Go, acclaimed FiveThirtyEight science writer Christie Aschwanden takes listeners on an entertaining and enlightening tour through this strange world.

We are living through a revolution in artificial intelligence that is not slowing down. This major shift is based on simple mathematics, some of which goes back centuries: linear algebra and calculus, the stuff of eighteenth-century mathematics. Indeed by the mid-1850s, a lot of the groundwork was all done. In this enlightening book, Anil Ananthaswamy explains the fundamental maths behind AI, which suggests that the basics of natural and artificial intelligence might follow the same mathematical rules.

Deep Learning with Python (Second Edition) introduces the field of deep learning using Python and the powerful Keras library. In this revised and expanded new edition, Keras creator François Chollet offers insights for both novice and experienced machine learning practitioners. As you move through this book, you’ll build your understanding through intuitive explanations and clear examples. You’ll quickly pick up the skills you need to start developing deep learning applications.

Have you ever wondered what it takes to pass one of the most challenging engineering exams on your first attempt? Learn to turn complex principles into clear, practical knowledge and gain the confidence to tackle any question.

Entering the world of engineering and STEM isn’t just for “brainiacs". Anyone can succeed in this arena, but it does require dedication and attention to critical skills. In this book about how to start your science and engineering career, author and engineer Jake Ryland shares seven practical steps for good grades and continued success in the world of engineering. Drawing from his own experience as a struggling student, Ryland emphasizes the importance of a proper foundation and avoiding common pitfalls.

This comprehensive study guide is your key to unlocking success in the FE Civil Exam. Designed with both aspiring and current engineers in mind, it walks you through every essential topic, from mathematics and structural analysis to fluid mechanics and transportation engineering. It offers more than just theoretical knowledge—it’s packed with practical advice, study strategies, and detailed explanations that will make the complex exam content approachable and manageable.

Learn Linux Quickly takes you from your very first terminal keystrokes to writing full programs in Bash, the most popular Linux shell (or command line). Along the way, you'll learn the timeless skills handed down by generations of experienced, mouse-shunning gurus: file navigation, environment configuration, command chaining, pattern matching, and more. In addition to that practical knowledge, we reveal the philosophy behind these tools and the rich heritage that your desktop Linux machine has inherited from Unix mainframes of yore.

The most successful programs of the last 30 years were developed in C++. From Microsoft Word to Facebook to Adobe Photoshop, C++ is at the heart of the most lucrative technologies in today’s world. C++ is the most powerful programming language in the modern world for one simple reason: It allows for complete control, not only of the program’s logic and graphical user interface, but of the hardware, too.

In Faster, Higher, Stronger, veteran journalist Mark McClusky brings listeners behind the scenes with a new generation of athletes, coaches, and scientists whose accomplishments are changing our understanding of human physical achievement and completely redefining the limits of the human body.

Are you fascinated by the idea of hacking? Do you want to learn the secrets of ethical hackers? This practical, step-by-step guide audiobook will teach you all you need to know! Hacking is a term that evokes ideas of criminals infiltrating your website and causing all sorts of mayhem with malware. But that’s only half the story, and there are hackers out there who are ethical and do a lot of good. Hacking with Kali Linux is a comprehensive guide. Packed with practical examples and simple to follow instructions, it will show you the easy way to overcome cybersecurity.