Book picks similar to
The Monsters of Education Technology by Audrey Watters
education
non-fiction
computer-science-pedagogy
tbr-future
Programming Arduino Next Steps: Going Further with Sketches
Simon Monk - 2013
Featuring coverage of the Arduino Uno, Leonardo, and Due boards, Programming Arduino Next Steps: Going Further with Sketches shows you how to use interrupts, manage memory, program for the Internet, maximize serial communications, perform digital signal processing, and much more. All of the 75+ example sketches featured in the book are available for download.Learn advanced Arduino programming techniques, including how to:Use hardware and timer interruptsBoost performance and speed by writing time-efficient sketchesMinimize power consumption and memory usageInterface with different types of serial busses, including I2C, 1-Wire, SPI, and TTL SerialUse Arduino with USB, including the keyboard and mouse emulation features of the Leonardo and Due boardsProgram Arduino for the InternetPerform digital signal processingAccomplish more than one task at a time--without multi-threadingCreate and release your own code library
Practical Statistics for Data Scientists: 50 Essential Concepts
Peter Bruce - 2017
Courses and books on basic statistics rarely cover the topic from a data science perspective. This practical guide explains how to apply various statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what's important and what's not.Many data science resources incorporate statistical methods but lack a deeper statistical perspective. If you're familiar with the R programming language, and have some exposure to statistics, this quick reference bridges the gap in an accessible, readable format.With this book, you'll learn:Why exploratory data analysis is a key preliminary step in data scienceHow random sampling can reduce bias and yield a higher quality dataset, even with big dataHow the principles of experimental design yield definitive answers to questionsHow to use regression to estimate outcomes and detect anomaliesKey classification techniques for predicting which categories a record belongs toStatistical machine learning methods that "learn" from dataUnsupervised learning methods for extracting meaning from unlabeled data
Badass: Making Users Awesome
Kathy Sierra - 2015
The rules? No marketing budget, no PR stunts, and it must be sustainably successful. No short-term fads.This is not a game of chance. It is a game of skill and strategy.And it begins with a single question: given competing products of equal pricing, promotion, and perceived quality, why does one outsell the others?The answer doesn’t live in the sustainably successful products or services. The answer lives in those who use them.Our goal is to craft a strategy for creating successful users. And that strategy is full of surprising, counter-intuitive, and astonishingly simple techniques that don’t depend on a massive marketing or development budget. Techniques typically overlooked by even the most well-funded, well-staffed product teams.Every role is a key player in this game. Product development, engineering, marketing, user experience, support—everyone on the team. Even if that team is a start-up of one. Armed with a surprisingly overlooked science and a unique POV, we can can reduce the role of luck. We can build sustainably successful products and services that rely not on unethical persuasive marketing tricks but on helping our users have deeper, richer experiences. Not just in the moments while they’re using our product but, more importantly, in the moments when they aren’t.
The Net Delusion: The Dark Side of Internet Freedom
Evgeny Morozov - 2010
Yet for all the talk about the democratizing power of the Internet, regimes in Iran and China are as stable and repressive as ever. In fact, authoritarian governments are effectively using the Internet to suppress free speech, hone their surveillance techniques, disseminate cutting-edge propaganda, and pacify their populations with digital entertainment. Could the recent Western obsession with promoting democracy by digital means backfire?In this spirited book, journalist and social commentator Evgeny Morozov shows that by falling for the supposedly democratizing nature of the Internet, Western do-gooders may have missed how it also entrenches dictators, threatens dissidents, and makes it harder - not easier - to promote democracy. Buzzwords like "21st-century statecraft" sound good in PowerPoint presentations, but the reality is that "digital diplomacy" requires just as much oversight and consideration as any other kind of diplomacy.Marshaling compelling evidence, Morozov shows why we must stop thinking of the Internet and social media as inherently liberating and why ambitious and seemingly noble initiatives like the promotion of "Internet freedom" might have disastrous implications for the future of democracy as a whole.
Simple Soldering: A Beginner's Guide to Jewelry Making
Kate Ferrant Richbourg - 2012
Fortunately, Simple Soldering proves that does not need to be the case. This handy how-to guide is complete in its exploration of the craft of creating soldered metal jewelry, including tools, techniques, and 20 beautiful projects that beginners and enthusiasts can make at home.Author and teacher Kate Richbourg demystifies basic soldering for any home crafter, showing how to create sophisticated, polished, and professional-looking jewelry pieces through simple soldering techniques. First, she instructs how to set up a jewelry workspace that fits the confines of your budget and living space. Detailed step-by-step instructions walk you through the basic tools and materials you need, plus how to use them. A sample chapter gives a host of introductory exercises that teach solid skills, allowing you to test these techniques on a small scale. Finally, you'll discover 20 finished projects that include earrings, pendants, rings, bracelets, and clasps that may also include bead or wire embellishment.Kate also demonstrates how to combine and layer techniques to gorgeous effect. She also examines common mistakes, shows how to correct or adapt them, and gives advice on when it’s time to start over. Most of all, having taught thousands of classes on soldering, Kate has a "you can do it!" attitude that shines through to help even the most reluctant jewelry maker fire up the torch with ease.Paired with an instructional DVD, Kate’s expert teaching skills will help projects come alive, right in your own studio.With Simple Soldering, the art of metal working one-of-a-kind jewelry is now at your fingertips.
Applied Cryptography: Protocols, Algorithms, and Source Code in C
Bruce Schneier - 1993
… The book the National Security Agency wanted never to be published." –Wired Magazine "…monumental… fascinating… comprehensive… the definitive work on cryptography for computer programmers…" –Dr. Dobb's Journal"…easily ranks as one of the most authoritative in its field." —PC Magazine"…the bible of code hackers." –The Millennium Whole Earth CatalogThis new edition of the cryptography classic provides you with a comprehensive survey of modern cryptography. The book details how programmers and electronic communications professionals can use cryptography—the technique of enciphering and deciphering messages-to maintain the privacy of computer data. It describes dozens of cryptography algorithms, gives practical advice on how to implement them into cryptographic software, and shows how they can be used to solve security problems. Covering the latest developments in practical cryptographic techniques, this new edition shows programmers who design computer applications, networks, and storage systems how they can build security into their software and systems. What's new in the Second Edition? * New information on the Clipper Chip, including ways to defeat the key escrow mechanism * New encryption algorithms, including algorithms from the former Soviet Union and South Africa, and the RC4 stream cipher * The latest protocols for digital signatures, authentication, secure elections, digital cash, and more * More detailed information on key management and cryptographic implementations
Amazon Simple Storage Service (S3) Getting Started Guide
Amazon Web Services - 2012
This guide introduces the basic concepts of Amazon S3, the bucket and the object. It walks you through the process of using the AWS Management Console, a browser-based graphical user interface, to create a bucket and then upload, view, move, and delete an object.
So You Think You Can Write? The Definitive Guide to Successful Online Writing
Julia McCoy - 2016
Written by Julia McCoy, who spent years of her life teaching herself the elements of successful online writing and launched a writing business that hit seven figures within five years, this book is your essential blueprint to learning what it takes to write great online copy, both as a freelancer and brand/business owner.In this book, Julia walks you step-by-step through the process of how to craft the seven forms of online content:1. Web Content2. Blogging3. Social Media4. Advertising/Sales Copy5. Industry Writing6. Journalism 7. Creative WritingJulia also takes you through the basics of SEO (search engine optimization) for the online writer and creator, without overloading you: you'll get a key list of the top tools on the web to research keywords, learn how to hone your best key phrases, and the tactics of how and where to place them in your content. Illustrated, easy-to-understand, and fun to read, this is a comprehensive yet digestible resource for writers and businesses alike on how to create successful online content.After you read this book, you'll be able to:
Define your audience and the terms they use to search in Google
Write great content that will get picked up by Google
Know the basics of what it takes to write all seven forms of online copy
Create blogs that are evergreen and engaging
Know how to write the "secret" bits of copy that search engines love: meta descriptions, tags and more
Know how to use Twitter chats, live streaming, and Facebook groups, and other platforms to find your people and confidently market yourself as a writer
Access a comprehensive list of online writing tools and resources in the final Appendix
Julia McCoy has built a successful freelance writing career and a multi-million dollar copywriting agency out of nothing but the amount of hard work, time, and self-teaching she put into it: and she believes any writer has what it takes to create great online content, provided they learn the essential tactics of adapting to all online copy forms. But she knows it's hard to find these fundamentals in one place: which is why she decided to write a book to offer everyone just that opportunity. A writer and internet marketer from an early age, Julia started three companies, enrolled in college, and wrote a book by 16.
Design for How People Learn
Julie Dirksen - 2011
Many of us are also teaching, even when it's not in our job descriptions. Whether it's giving a presentation, writing documentation, or creating a website or blog, we need and want to share our knowledge with other people. But if you've ever fallen asleep over a boring textbook, or fast-forwarded through a tedious e-learning exercise, you know that creating a great learning experience is harder than it seems.In Design For How People Learn, you'll discover how to use the key principles behind learning, memory, and attention to create materials that enable your audience to both gain and retain the knowledge and skills you're sharing. Using accessible visual metaphors and concrete methods and examples, Design For How People Learn will teach you how to leverage the fundamental concepts of instructional design both to improve your own learning and to engage your audience.
Python for Data Analysis
Wes McKinney - 2011
It is also a practical, modern introduction to scientific computing in Python, tailored for data-intensive applications. This is a book about the parts of the Python language and libraries you'll need to effectively solve a broad set of data analysis problems. This book is not an exposition on analytical methods using Python as the implementation language.Written by Wes McKinney, the main author of the pandas library, this hands-on book is packed with practical cases studies. It's ideal for analysts new to Python and for Python programmers new to scientific computing.Use the IPython interactive shell as your primary development environmentLearn basic and advanced NumPy (Numerical Python) featuresGet started with data analysis tools in the pandas libraryUse high-performance tools to load, clean, transform, merge, and reshape dataCreate scatter plots and static or interactive visualizations with matplotlibApply the pandas groupby facility to slice, dice, and summarize datasetsMeasure data by points in time, whether it's specific instances, fixed periods, or intervalsLearn how to solve problems in web analytics, social sciences, finance, and economics, through detailed examples
Here Comes Everybody: The Power of Organizing Without Organizations
Clay Shirky - 2008
'Here Comes Everybody' is an examination of how the spread of new forms of social interaction enabled by technology is changing the way humans form and exist within groups, with profound long-term economic and social effects, for good and for ill.
The Making of a Manager: What to Do When Everyone Looks to You
Julie Zhuo - 2019
She stared at a long list of logistics--from hiring to firing, from meeting to messaging, from planning to pitching--and faced a thousand questions and uncertainties. How was she supposed to spin teamwork into value? How could she be a good steward of her reports' careers? What was the secret to leading with confidence in new and unexpected situations?Now, having managed dozens of teams spanning tens to hundreds of people, Julie knows the most important lesson of all: great managers are made, not born. If you care enough to be reading this, then you care enough to be a great manager.The Making of a Manager is a modern field guide packed everyday examples and transformative insights, including:* How to tell a great manager from an average manager (illustrations included) * When you should look past an awkward interview and hire someone anyway * How to build trust with your reports through not being a boss * Where to look when you lose faith and lack the answersWhether you're new to the job, a veteran leader, or looking to be promoted, this is the handbook you need to be the kind of manager you wish you had.
Bumper to Bumper
Doug DeMuro - 2016
Bumper to Bumper is newer, longer, and better, touting mostly original stories that include the time Doug crashed his brand-new Porsche company car into a tree, the real story behind the time Doug crushed a Chrysler PT Cruiser, the time Doug bribed a government official in South Africa, the time Doug got detained at the Canadian border on an automotive press trip, and the story of Doug’s relationship with automakers. Also, Doug wrote this description himself in the third person.
Introduction to Algorithms
Thomas H. Cormen - 1989
Each chapter is relatively self-contained and can be used as a unit of study. The algorithms are described in English and in a pseudocode designed to be readable by anyone who has done a little programming. The explanations have been kept elementary without sacrificing depth of coverage or mathematical rigor.