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A free online introduction to artificial intelligence for non-experts

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Stop Using Discriminatory AI, Human Rights Groups Say When it comes to developing artificial intelligence, President Trump may want a free-market approach. But a number of experts disagree — we need guidelines to protect people from discriminatory algorithms. Today, a group of humans rights organizations such as Human Rights Watch, Amnesty International, The Wikimedia Foundation, Access Now, and others called on governments and technology companies to adopt guiding principles to protect human rights. As part of today’s RightsCon Toronto symposium, the organizations joined to pen the Toronto Declaration on Machine Learning, which can be found in full on Access Now’s website.

First Steps · A Byte of Python We will now see how to run a traditional 'Hello World' program in Python. This will teach you how to write, save and run Python programs. There are two ways of using Python to run your program - using the interactive interpreter prompt or using a source file. We will now see how to use both of these methods. Using The Interpreter Prompt Open the terminal in your operating system (as discussed previously in the Installation chapter) and then open the Python prompt by typing python3 and pressing [enter] key.

's OK2Ask Archives This recording of an OK2Ask online professional learning session from August 2019, opens in Adobe Connect. Looking for great ideas on how to measure learning with engaging student projects? Look no further! This workshop will introduce you to a wide range of projects that can be designed with Sway, a free edtech design tool that can motivate students grades 2-12. LAPD's Terrifying Policing Algorithm Is Basically 'Minority Report' click 2x The Los Angeles Police Department was recently forced to release documents about their predictive policing and surveillance algorithms, thanks to a lawsuit from the Stop LAPD Spying Coalition (which turned the documents over to In Justice Today). And what do you think the documents have to say? If you guessed “evidence that policing algorithms, which require officers to keep a checklist of (and keep an eye on) 12 people deemed most likely to commit a crime, are continuing to propagate a vicious cycle of disproportionately high arrests of black Angelinos, as well as other racial minorities,” you guessed correctly. Algorithms, no matter how sophisticated, are only as good as the information that’s provided to them.

BeginnersGuide/NonProgrammers Python for Non-Programmers If you've never programmed before, the tutorials on this page are recommended for you; they don't assume that you have previous experience. If you have programming experience, also check out the BeginnersGuide/Programmers page. Books 27 tips to deliver powerful professional development Professional development doesn’t have to be a drag. Engage with your audience and make a difference with some of these tips. My first presentation at a teacher conference was in 2012. My state foreign language teachers conference.

Boston Dynamics' Atlas Just Went For Jog In The Garden click 2x Everybody needs to get some fresh air every once in a while. Even, uh, robots. Boston Dynamics just uploaded a video of its upright, bipedal robot called Atlas going for a jog. No tethers, no awkward stiffness, just a robot, a green field, and plenty of fresh air. BeginnersGuide New to programming? Python is free and easy to learn if you know where to start! This guide will help you to get started quickly. Chinese Translation New to Python? Teachers First- OK2Ask This recording of an OK2Ask online professional development session from July 2016, opens in Adobe Connect. If you build it, they will learn. Google's application, Build with Chrome, allows you to build with virtual LEGO bricks using Google Maps as your base template. The integration possibilities are out of this world. Learn how to use all the features Build with Chrome has to offer. After learning how to use Build with Chrome, participants will build a repository of classroom integration ideas to develop their students' 21st Century Skills.

DeepMind's new AI ethics unit is the company's next big move DrAfter123/iStock As we hand over more of our lives to artificial intelligence systems, keeping a firm grip on their ethical and societal impact is crucial. For DeepMind, whose stated mission is to “solve intelligence”, that task will be the work of a new initiative tackling one of the most fundamental challenges of the digital age: technology is not neutral. DeepMind Ethics & Society (DMES), a unit comprised of both full-time DeepMind employees and external fellows, is the company’s latest attempt to scrutinise the societal impacts of the technologies it creates.

Football Results, Statistics & Soccer Betting Odds Data Historical Football Results and Betting Odds Data25 seasons results | 18 seasons betting odds | 18 seasons match stats All FREE!!! Access Data via Country Links In addition to the Livescore, Tables and Statistics service Football-Data continues to provide the football punter with computer-ready football results, match statistics and betting odds data for use with spreadsheet applications, to help with the development and analysis of football betting systems. What's more since July 2007 this data is now FREE. In doing so Football-Data takes the time out of recompiling pages and pages of results data and past betting odds found on a number of football results and odds comparison websites. Download Football-Data's FREE PDF guide to Rating Systems for Match Prediction, and discover how ratings analysis using computer-ready results and betting oddds data can help one to establish a betting edge, as in the chart above right.

A best-practice checklist for professional development experiences While innovations typically involve a high degree of novelty and a paradigm shift, tried-and-true best practices often serve as their launch pad and rocket fuel. In designing and selecting professional development opportunities that harness and reflect best practices in education, there are four key elements for a high-quality experience: authenticity, contextual learning, a creative climate, and reflection and transference. These insights have been validated through conversations with National Inventors Hall of Fame inductees—some of the country’s greatest innovators—over the last quarter of a century.

Lawmakers Want You to Be Able to Sue Robots If a robot, acting autonomously, injures or otherwise wrongs a human, who will be held responsible? Some European lawmakers think that the best way to resolve this question will be to give robots “electronic personalities,” a form of legal personhood. Proposed in a 2017 report from the European Union, this form of robot rights wouldn’t give them status like that of human beings — they’re not going to get married, or buy a house, or adopt a child. But it would make it possible for self-learning robots to sue and be sued, with legal status like a corporation.

Cheat Sheets - Python Crash Course, 2nd Edition Cheat sheets can be really helpful when you’re trying a set of exercises related to a specific topic, or working on a project. Because you can only fit so much information on a single sheet of paper, most cheat sheets are a simple listing of syntax rules. This set of cheat sheets aims to remind you of syntax rules, but also remind you of important concepts as well. All of these cheat sheets have been updated to match what’s in the second edition of Python Crash Course.