Book picks similar to
Better Deep Learning: Train Faster, Reduce Overfitting, and Make Better Predictions by Jason Brownlee
machine-learning
deep-learning
tb-datascience
ai-ml-ds
Social Physics: How Good Ideas Spread— The Lessons from a New Science
Alex Pentland - 2014
Over years of groundbreaking experiments, he has distilled remarkable discoveries significant enough to become the bedrock of a whole new scientific field: social physics. Humans have more in common with bees than we like to admit: We’re social creatures first and foremost. Our most important habits of action—and most basic notions of common sense—are wired into us through our coordination in social groups. Social physics is about idea flow, the way human social networks spread ideas and transform those ideas into behaviors. Thanks to the millions of digital bread crumbs people leave behind via smartphones, GPS devices, and the Internet, the amount of new information we have about human activity is truly profound. Until now, sociologists have depended on limited data sets and surveys that tell us how people say they think and behave, rather than what they actually do. As a result, we’ve been stuck with the same stale social structures—classes, markets—and a focus on individual actors, data snapshots, and steady states. Pentland shows that, in fact, humans respond much more powerfully to social incentives that involve rewarding others and strengthening the ties that bind than incentives that involve only their own economic self-interest. Pentland and his teams have found that they can study patterns of information exchange in a social network without any knowledge of the actual content of the information and predict with stunning accuracy how productive and effective that network is, whether it’s a business or an entire city. We can maximize a group’s collective intelligence to improve performance and use social incentives to create new organizations and guide them through disruptive change in a way that maximizes the good. At every level of interaction, from small groups to large cities, social networks can be tuned to increase exploration and engagement, thus vastly improving idea flow. Social Physics will change the way we think about how we learn and how our social groups work—and can be made to work better, at every level of society. Pentland leads readers to the edge of the most important revolution in the study of social behavior in a generation, an entirely new way to look at life itself.
The Pragmatic Programmer: From Journeyman to Master
Andy Hunt - 1999
It covers topics ranging from personal responsibility and career development to architectural techniques for keeping your code flexible and easy to adapt and reuse. Read this book, and you'll learn how toFight software rot; Avoid the trap of duplicating knowledge; Write flexible, dynamic, and adaptable code; Avoid programming by coincidence; Bullet-proof your code with contracts, assertions, and exceptions; Capture real requirements; Test ruthlessly and effectively; Delight your users; Build teams of pragmatic programmers; and Make your developments more precise with automation. Written as a series of self-contained sections and filled with entertaining anecdotes, thoughtful examples, and interesting analogies,
The Pragmatic Programmer
illustrates the best practices and major pitfalls of many different aspects of software development. Whether you're a new coder, an experienced programmer, or a manager responsible for software projects, use these lessons daily, and you'll quickly see improvements in personal productivity, accuracy, and job satisfaction. You'll learn skills and develop habits and attitudes that form the foundation for long-term success in your career. You'll become a Pragmatic Programmer.
Writing An Interpreter In Go
Thorsten Ball - 2016
Monkey has been specifically designed for this book: it's a language that looks a lot like C, has first class functions, closures, strings, hashes and arrays and its only implementation is the one we build in the book.In contrast to text books on interpreters & compilers, the focus of this book is working code. Code is not just found in the appendix -- no, nearly every page contains a snippet! And not only that, but also tests. The code presented in the book is fully tested and the test suite is included.For more information, check out: http://interpreterbook.com/
Thirteen Degrees: 13 Scary Stories and Tales of Horror
Brenden Dean - 2015
Bring a blanket, huddle around the fire, and try to keep warm as you encounter psychotic abductors, deadly spirits and demons of the woods. When They Come Alone - One man's Halloween ritual is far more vicious than it seems. His playful prank is a mask for something more. A Monster in his Closet - A boy is troubled by something in his closet. But, as we will soon see, there is no monster in his closet. Eat Your Heart Out - A quarreling lesbian couple's camping trip goes awry. They may not survive the night when something intrudes in the night. Meet Me at the Looking Tree - A tragic tale of two boys, a towering tree, and a new pair of binoculars. When one of them goes missing, the other's life will never be the same. The Deer Cam - An avid hunter's first hunt of the season turns horrific when noises send him running home. The terror is not over when noises accompany his sleep. What Mustn't be Seen - One night, a boy hears his next door neighbor's home being invaded. But what he witnesses is much worse than a couple of thieves. He Who Waits - Ever since childhood, a girl is constantly watched by a suited man just outside her home. Nobody else can see him. Later in life, a tragedy shows the man's dreadful intentions. The Orb - A metallic, glowing sphere lands in a small town, and those who come close to it are flooded with euphoric visions. Those who touch it disappear in a flash. But unknown horrors await them on the other side. The Way of the World - A wealthy man invites a beggar over for dinner, but the menu may not be to his liking. You Should've Opened the Door - A lonely woman hears news of an escaped killer. That night, the strange knocking begins. Forgetful - A man awaits much needed sleep. But he soon realizes he has forgotten a few routine things. One of which may cost him his life. Sensations - A little girl enjoys spending the night at her grandparents, save for the fact that something visits her at night. Soon, she will learn the horrid truth of the sensations she feels at night. A Stranger's Approach - A distraught woman is having enough trouble affording life when a stranger begins to follow her. Quickly, the stalking becomes too much, and a fateful climax ensues. What people are saying about Brenden Dean's works - “Beautifully written. Absolutely amazing.” –David B. “Holy s***. That was amazing.” -Jacob S. “Now that’s how you write a f****** twist.” -Stefan T. “There’s a lot of good stories out there, but [When They Come Alone] is great.” -Fredrick H. “. . . It's very well written and personable. High praise.” -R. Bowers “F****** amazing. I love it.” -Paula M. “Oh, this is the first thing I’ve read on /r/NoSleep that actually freaked me out. Good job. Good f****** job.” -Cassie A. “Wow. Holy s***. . . The ending really got me.” -Bradley S. "This is probably the saddest story I’ve ever read on /r/NoSleep. God damn, made me cry even.
Yes, And
Cindy Gunderson - 2020
Yes, she is old. Yes, she sometimes forgets where she put her glasses, or her heart medication. But doesn't everyone? That doesn't give workers--paid to assist her, mind you--the right to rifle through her personal belongings, or "accidentally" forget something of hers in their pocket. It definitely does not give them the right to embezzle thousands of dollars from her family trust.Just when she is most desperate, a young neighbor takes her by surprise. Bonding over their shared love of soap operas, Jo and Toby engage in old-school reconnaissance to find answers. Together, they brave roller skates, walks along uneven ground, and even downtown parking on what may be Jo's most exciting adventure in forty years."Yes, And" is a feel-good story that explores the hearts of two misunderstood, kindred spirits, connected just when they need each other most.