Book picks similar to
How to Think Like a Computer Scientist: Learning with Python 3 by Peter Wentworth
programming
python
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A Smarter Way to Learn Python: Learn it faster. Remember it longer.
Mark Myers - 2017
I was smart enough to earn an honors degree in philosophy from Harvard, but an aptitude test told me to avoid computer programming. I'm sure it was right. But then I designed a learning system for myself that quadrupled my aptitude for learning computer languages. It worked so well for me that I've used it to teach coding to grandmothers, cab drivers, musicians, and 50,000 other newbies.
"Mark Myers' method of getting what can be...difficult information into a format that makes it exponentially easier to consume, truly understand, and synthesize into real-world application is beyond anything I've encountered before." —Amazon reviewer Jason A. Ruby reviewing my first book, A Smarter Way to Learn JavaScript
Quadruple your learning ability.
Washington University research shows that a key teaching method I use—interactive recall practice—improves learning performance 400 percent.
"I don't feel lost and I don't feel that I am forgetting things as I go along." —Amazon reviewer Leonie M. reviewing my second book, A Smarter Way to Learn HTML and CSS
Understanding is easy. Remembering is hard.
Computer languages are not inherently hard to understand, even for non-techies. Remembering is the problem. If you remember all of Chapter 1 through Chapter 10, you'll understand Chapter 11. But you don't remember. Though you read and read, most of it doesn't stick. You don't have a solid foundation to build on. Halfway through the book, it all collapses. That's when most people give up."I've signed up to a few sites like Udemy, Codecademy, FreeCodeCamp, Lynda, YouTube videos, even searched on Coursera but nothing seemed to work for me. This book takes only 10 minutes each chapter and after that, you can exercise what you've just learned right away!" —Amazon reviewer Constanza Morales reviewing my first book, A Smarter Way to Learn JavaScript
Interactive exercises make it stick.
Research shows that you will remember everything if you're repeatedly asked to recall it. That's the beauty of flash cards. But technology offers an even better way to make information stick. With my book you get almost a thousand interactive exercises—they're free online—that embed the whole book in your memory. Algorithms check your work to make sure you know what you think you know. When you stumble, you do the exercise again. You keep trying until you know the chapter cold.
"Not only do the exercises make learning fun, they reinforce the material right away so it sinks in deeper." —Amazon reviewer Timothy B. Miller reviewing my second book, A Smarter Way to Learn HTML and CSS
You won't get bored or sleepy.
The exercises keep you engaged, give you extra practice where you're shaky, and prepare you for each next step. Every lesson is built on top of a solid foundation that you and I have carefully constructed. Each individual step is small. But all the little steps add up to real knowledge—knowledge that you retain.
I finally feel like I KNOW it and won't need to look up the syntax each time..." —Amazon reviewer J. Caritas reviewing my third book, A Smarter Way to Learn jQuery
Really, it ain't that hard.
The Ethical Algorithm: The Science of Socially Aware Algorithm Design
Michael Kearns - 2019
Algorithms have made our lives more efficient, more entertaining, and, sometimes, better informed. At the same time, complex algorithms are increasingly violating the basic rights of individual citizens. Allegedly anonymized datasets routinely leak our most sensitive personal information; statistical models for everything from mortgages to college admissions reflect racial and gender bias. Meanwhile, users manipulate algorithms to "game" search engines, spam filters, online reviewing services, and navigation apps.Understanding and improving the science behind the algorithms that run our lives is rapidly becoming one of the most pressing issues of this century. Traditional fixes, such as laws, regulations and watchdog groups, have proven woefully inadequate. Reporting from the cutting edge of scientific research, The Ethical Algorithm offers a new approach: a set of principled solutions based on the emerging and exciting science of socially aware algorithm design. Michael Kearns and Aaron Roth explain how we can better embed human principles into machine code - without halting the advance of data-driven scientific exploration. Weaving together innovative research with stories of citizens, scientists, and activists on the front lines, The Ethical Algorithm offers a compelling vision for a future, one in which we can better protect humans from the unintended impacts of algorithms while continuing to inspire wondrous advances in technology.
Look at My Happy Rainbow: My Journey as a Male Kindergarten Teacher
Matthew Halpern - 2014
Halpern is funny. He is handsome. He likes to laugh. I love Mr. Halpern. How can I top that? Who doesn't want to be funny, handsome, laugh all the time, and be loved by their students? What they don't know is I left a dreary cubicle job for the exciting, never boring life of a kindergarten teacher eight years ago and never looked back. I have seen and heard some crazy, hilarious, and even touching moments. Look at My Happy Rainbow is my account of the first few years working in a kindergarten classroom experiencing the day to day trials and tribulations and trying to see the world a little more through the eyes of a five-year-old. From the first time a child reached up to take my hand to learning the true value of zipping a coat, being a 'rooster in a world of hens' my unique perspective on teaching and children will (hopefully) warm your heart, make you laugh, and might even help you remember what it felt like to be in kindergarten. Warning: I have a very short attention span (this is why I'm so well suited to teach kindergarten). Some of the chapters are short. One is less than one page. I think this makes the book 'charming', but please know - this is not War and Peace.
The Comfortable Kitchen: 105 Laid-Back, Healthy, and Wholesome Recipes
Alex Snodgrass - 2021
Her eagerly awaited new book will make that goal a reality.What does comfort mean in The Comfortable Kitchen? These are recipes you’ll feel comfortable making and comfortable feeding your family—and although these meals may fit the bill when it comes to “comfort food,” Alex’s eager audience expects a healthy angle from her cooking. Though many of her meals are fully Whole30, or at the very least Whole30-ish, they are recipes with simple ingredient swaps for a cleaner meal everyone will love and perfect for people who are on the “food freedom” stage of their Whole30 health journey as well. She provides food for every occasion, from one-pot meals to not-so-junky junk food, even including cocktails and desserts, with recipes including:Cajun Chicken and Wild Rice SoupGreen Curry Poached Halibut with HerbsSpicy Chicken Dan Dan NoodlesTexas Style Brisket TacosSheet Pan Honey-Sesame CauliflowerClayton’s Margarita7-Ingredient Almond Butter Cookies With 105 approachable and nutritious recipes for real, busy life, The Comfortable Kitchen is a must-have cookbook for everyone who cares about what they eat and what they make.
The Manga Guide to Databases
Mana Takahashi - 2005
With the king and queen away, she has to manage the Kingdom of Kod's humongous fruit-selling empire. Overseas departments, scads of inventory, conflicting prices, and so many customers! It's all such a confusing mess. But a mysterious book and a helpful fairy promise to solve her organizational problems-with the practical magic of databases.In The Manga Guide to Databases, Tico the fairy teaches the Princess how to simplify her data management. We follow along as they design a relational database, understand the entity-relationship model, perform basic database operations, and delve into more advanced topics. Once the Princess is familiar with transactions and basic SQL statements, she can keep her data timely and accurate for the entire kingdom. Finally, Tico explains ways to make the database more efficient and secure, and they discuss methods for concurrency and replication.Examples and exercises (with answer keys) help you learn, and an appendix of frequently used SQL statements gives the tools you need to create and maintain full-featured databases.(Of course, it wouldn't be a royal kingdom without some drama, so read on to find out who gets the girl-the arrogant prince or the humble servant.)This EduManga book is a translation of a bestselling series in Japan, co-published with Ohmsha, Ltd., of Tokyo, Japan.
Ansible for DevOps
Jeff Geerling - 2015
This book will help those familiar the command line and basic shell scripting start using Ansible to provision and manage anywhere from one to thousands of servers.The book begins with fundamentals, like installing Ansible, setting up a basic inventory file, and basic concepts, then guides you through Ansible's many uses, including ad-hoc commands, basic and advanced playbooks, application deployments, custom modules, and special cases like running ansible in 'pull' mode when you have thousands of servers to manage (or more). Everything is explained with pertinent real-world examples, often using Vagrant-managed virtual machines.
The Hitchhiker's Guide to Python: Best Practices for Development
Kenneth Reitz - 2016
More than any other language, Python was created with the philosophy of simplicity and parsimony. Now 25 years old, Python has become the primary or secondary language (after SQL) for many business users. With popularity comes diversity--and possibly dilution.This guide, collaboratively written by over a hundred members of the Python community, describes best practices currently used by package and application developers. Unlike other books for this audience, The Hitchhiker's Guide is light on reusable code and heavier on design philosophy, directing the reader to excellent sources that already exist.
Programmers at Work: Interviews With 19 Programmers Who Shaped the Computer Industry (Tempus)
Susan Lammers - 1986
A classic title on the PC revolution originally published in 1986. Featuring Bill Gates, Andy Hertzfeld, Charles Simonyi, Ray Ozzie, Michael Hawley and many more.
Computational Fairy Tales
Jeremy Kubica - 2012
The goal of this book is not to provide comprehensive coverage of each topic, but rather to provide a high level overview of the breadth and excitement of computer science. It's a quest that will take you from learning the basics of programming in a blacksmith's forge to fighting curses with recursion. Fifteen seers delivered the same prophecy, without so much as a single minstrel to lighten the mood: an unknown darkness threatens the kingdom. Suddenly, Princess Ann finds herself sent forth alone to save the kingdom. Leaving behind her home, family, and pet turtle Fido, Princess Ann must face goblin attacks, magical curses, arrogant scholars, an unpleasant oracle, and rude Boolean waiters. Along the way she must build a war chest of computational knowledge to survive the coming challenge.
Problem Solving with Algorithms and Data Structures Using Python
Bradley N. Miller - 2005
It is also about Python. However, there is much more. The study of algorithms and data structures is central to understanding what computer science is all about. Learning computer science is not unlike learning any other type of difficult subject matter. The only way to be successful is through deliberate and incremental exposure to the fundamental ideas. A beginning computer scientist needs practice so that there is a thorough understanding before continuing on to the more complex parts of the curriculum. In addition, a beginner needs to be given the opportunity to be successful and gain confidence. This textbook is designed to serve as a text for a first course on data structures and algorithms, typically taught as the second course in the computer science curriculum. Even though the second course is considered more advanced than the first course, this book assumes you are beginners at this level. You may still be struggling with some of the basic ideas and skills from a first computer science course and yet be ready to further explore the discipline and continue to practice problem solving. We cover abstract data types and data structures, writing algorithms, and solving problems. We look at a number of data structures and solve classic problems that arise. The tools and techniques that you learn here will be applied over and over as you continue your study of computer science.
React: Up and Running
Stoyan Stefanov - 2015
With "React: Up and Running" you'll learn how to get off the ground with React, with no prior knowledge.This book teaches you how to build components, the building blocks of your apps, as well as how to organize the components into large-scale apps. In addition, you ll learn about unit testing and optimizing performance, while focusing on the application s data (and letting the UI take care of itself)."
Web Scraping with Python: Collecting Data from the Modern Web
Ryan Mitchell - 2015
With this practical guide, you’ll learn how to use Python scripts and web APIs to gather and process data from thousands—or even millions—of web pages at once.
Ideal for programmers, security professionals, and web administrators familiar with Python, this book not only teaches basic web scraping mechanics, but also delves into more advanced topics, such as analyzing raw data or using scrapers for frontend website testing. Code samples are available to help you understand the concepts in practice.
Learn how to parse complicated HTML pages
Traverse multiple pages and sites
Get a general overview of APIs and how they work
Learn several methods for storing the data you scrape
Download, read, and extract data from documents
Use tools and techniques to clean badly formatted data
Read and write natural languages
Crawl through forms and logins
Understand how to scrape JavaScript
Learn image processing and text recognition
Computer Science Distilled: Learn the Art of Solving Computational Problems
Wladston Ferreira Filho - 2017
Designed for readers who don't need the academic formality, it's a fast and easy computer science guide. It teaches essential concepts for people who want to program computers effectively. First, it introduces discrete mathematics, then it exposes the most common algorithms and data structures. It also shows the principles that make computers and programming languages work.
Making Games with Python & Pygame
Al Sweigart - 2012
Each chapter gives you the complete source code for a new game and teaches the programming concepts from these examples. The book is available under a Creative Commons license and can be downloaded in full for free from http: //inventwithpython.com/pygame This book was written to be understandable by kids as young as 10 to 12 years old, although it is great for anyone of any age who has some familiarity with Python.
The Best Joke Book (Period): Hundreds of the Funniest, Silliest, Most Ridiculous Jokes Ever
William Donohue - 2014
Inside, you'll find hundreds of jokes that are guaranteed to stir up a room full of smiles, including knock-knocks, witty puns, and one-liners. Complete with hilarious quotes from celebrities like Jon Stewart, Lewis Black, and Jerry Seinfeld, everyone will revel in each gut-busting moment.So whether you're looking to add a few jokes to your repertoire, impress your buds, or improve your banter, this sidesplitting book arms you with the perfect joke for any occasion!