Resources

AI strategy, research, design, dev resources and tools

Jennifer Aue

Published in

Advanced Design for Artificial Intelligence

6 min readJan 31, 2018

Recommended Learning

AI-driven Design: AI will undeniably shape the user experiences of tomorrow

Presenting our new BrainFood ebook "AI Driven Design" written by Joël van Bodegraven Product Designer at Adyen, in…

www.awwwards.com

The Era of "Move Fast and Break Things" Is Over

Many of today's entrepreneurs live by Facebook founder Mark Zuckerberg's now-famous motto: "Move fast and break…

hbr.org

An A.I. Glossary

The term "artificial intelligence" may sound new and futuristic, but it was actually coined back in 1956 for a tech…

www.nytimes.com

The Great A.I. Awakening

Feature How Google used artificial intelligence to transform Google Translate, one of its more popular services - and…

www.nytimes.com

Jason’s Machine Learning 101

Jason Mayes Senior Creative Engineer, Google Machine Learning 101 Feel free to share this deck with others who are…

docs.google.com

A Beginner’s Guide to AI/ML 🤖👶

The ultimate guide to machine learning. Simple, plain-English explanations accompanied by math, code, and real-world…

medium.com

Applied Artificial Intelligence Guide: 100+ AI Use cases for Business

Want to know how applied AI can shape your business? Visit world's leading platform for applied artificial…

appliedai.com

Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy

Longlisted for the National Book Award | New York Times BestsellerA former Wall Street quant sounds an alarm on the…

www.amazon.com

How to Create a Mind: The Secret of Human Thought Revealed

Ray Kurzweil, the bold futurist and author of the New York Times bestseller The Singularity Is Near, is arguably…

www.amazon.com

Become an IBM Advanced Certified Data Scientist for free

Become an IBM Advanced Certified Data Scientist for freedeveloper.ibm.com

Recommended Watching

AI 101

A history of AI from 1940 to today, core concepts, use cases, ethics, and the future.

ibm.box.com

Hello World Canada: The Rise of AI

The Rise of A.I. Deep Learning

Demis Hassabis on AI’s underpinnings and potential

Artificial Intelligence: Who is in control?

Accessible AI: Expanding the Reach of Intelligent Solutions

Rachel Thomas discusses the importance of making deep learning tools accessible to all.

www.technologyreview.com

AlphaGo Movie

A Documentary * Spring 2017

www.alphagomovie.com

Black Mirror: Complete Series 1

United Kingdom released, PAL/Region 0 DVD: it WILL NOT play on standard US DVD player. You need multi-region PAL/NTSC…

www.amazon.com

Ex Machina

Buy Ex Machina: Read 28956 Movies & TV Reviews - Amazon.com

www.amazon.com

Her

Her : Watch online now with Amazon Instant Video: Joaquin Phoenix, Amy Adams, Rooney Mara, Olivia Wilde, Scarlett…

www.amazon.co.uk

Star Trek VIII: First Contact

Captain Jean-Luc Picard and the crew of the newly commissioned Enterprise-E battle the insidious Borg to restore the…

www.amazon.com

Transcendence (2014)

Directed by Wally Pfister. With Johnny Depp, Rebecca Hall, Morgan Freeman, Cillian Murphy. A scientist's drive for…

www.imdb.com

Westworld

Buy Westworld - Season 1: Read 2368 Movies & TV Reviews - Amazon.com

www.amazon.com

Tools for Designing AI

MURAL - Make remote design work Online brainstorming, synthesis and collaboration

Digital workspaces for visual collaboration, inspiration and innovation anytime, anywhere, on any device

mural.co

The Latest UX Design News, Prototyping Tools, and Designer Deals

Get the latest daily design news, prototyping tool tutorials, and special offers for the design tools you love. From UX…

www.prototypr.io

Enterprise Design Thinking

Learn about Enterprise Design Thinking: a framework to solve our users’ problems at the speed and scale of the modern…

www.ibm.com

Welcome — Conversation design

Craft conversations that are natural and intuitive for users Scale your conversations across all devices to help users…

designguidelines.withgoogle.com

Alexa Skills Kit — Build for Voice with Amazon

Build for voice with Alexa, Amazon’s voice service and the brain behind the Amazon Echo. With the Alexa Skills Kit…

developer.amazon.com

Design Thinking with AI

Adapting IBM Design Thinking to integrate Watson and develop AI prototypes

medium.com

PAIR — Google AI

PAIR is an initiative devoted to advancing the research and design of people-centric AI systems.

ai.google

An executive’s guide to AI

To stay at the forefront of the accelerating artificial-intelligence race, business executives can study up on the ABCs…

www.mckinsey.com

UX Collective

Curated stories on user experience, usability, and product design. By @fabriciot and @caioab.

uxdesign.cc

Tools for Building AI

The Carpentries

The Carpentries is a fiscally sponsored project of Community Initiatives, a registered 501(c)3 non-profit organisation…

carpentries.org

Cognitive Class

Build the skills you need to advance your career and tackle the future, with our free Data Science and Cognitive…

cognitiveclass.ai

Learn R, Python & Data Science Online | DataCamp

Learn Data Science from the comfort of your browser, at your own pace with DataCamp’s video tutorials & coding…

www.datacamp.com

Deep Learning For Coders-36 hours of lessons for free

fast.ai's practical deep learning MOOC for coders. Learn CNNs, RNNs, computer vision, NLP, recommendation systems…

course.fast.ai

BigML is Machine Learning made easy

BigML.com is a consumable, programmable, and scalable Machine Learning platform that makes it easy to solve and…

bigml.com

Lobe | Deep Learning Made Simple

Lobe is an easy-to-use visual tool that lets you build custom deep learning models, quickly train them, and ship them…

lobe.ai

The Modern Data Analytics Platform | Alteryx

The Alteryx modern data analytics platform empowers every analyst & data scientist to solve even the most overwhelming…

www.alteryx.com

Automated Machine Learning & Predictive Modeling Software

Simply put, the world's most advanced enterprise automated machine learning platform. Learn How DataRobot Works For…

www.datarobot.com

data.world

Edit description

data.world

Machine Learning | Microsoft Azure

Open and elastic AI development spanning the cloud and the edge

azure.microsoft.com

RStudio

RStudio is an integrated development environment (IDE) for R. It includes a console, syntax-highlighting editor that…

www.rstudio.com

Kaggle: Your Home for Data Science

Edit description

www.kaggle.com

Build Better Predictive Models, Faster | RapidMiner Auto Model

RapidMiner Auto Model uses automated machine learning to accelerate everything data scientists do when building…

rapidminer.com

Start Wrangling | Trifacta

Learn how the free wrangler cloud service from Trifacta can help you to accelerate data preparation for analytics and…

www.trifacta.com

RAWGraphs

RAWGraphs works with delimiter-separated values (i.e. csv and tsv files) as well as with copied-and-pasted texts from…

rawgraphs.io

Guides on AI Design and Ethics

Amazon Alexa Voice Design Guide

Edit description

developer.amazon.com

IEEE-SA — The IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems

An incubation space for new standards and solutions, certifications and codes of conduct, and consensus building for…

standards.ieee.org

Everyday Ethics for Artificial Intelligence

a Practical Guide for Designers and Developers

medium.com

CS 294: Fairness in Machine Learning

Fairness in Machine Learning

Fairness in Machine Learningfairmlclass.github.io

Tools for Researching AI Ideas

Google Scholar >

User research - Service Manual - GOV.UK

Understand user needs: plan research, prepare for sessions, share and analyse findings.

www.gov.uk

Pew Research Center | Nonpartisan, non-advocacy public opinion polling and demographic research

A nonpartisan fact tank that informs the public about the issues, attitudes and trends shaping America and the world…

www.pewresearch.org

Census.gov

Learn how the U.S. Census Bureau serves America as the leading source of quality data about our people, business and…

www.census.gov

Welcome to the CIA Web Site — Central Intelligence Agency

CIA is the nation’s premier agency providing global intelligence in an ever-changing political, social, economic…

www.cia.gov

Breaking News, World News & Multimedia

Federal authorities investigating whether Michael D. Cohen, President Trump’s former personal lawyer, committed bank…

www.nytimes.com

The Wall Street Journal & Breaking News, Business, Financial and Economic News, World News and…

WSJ online coverage of breaking news and current headlines from the US and around the world. Top stories, photos…

www.wsj.com

TechCrunch — Startup and Technology News

While Hollywood’s interest in romantic comedies seems to be fading, Netflix has been picking up some of the slack. Just…

techcrunch.com

WIRED

Edit description

www.wired.com

Forbes

Forbes is a global media company, focusing on business, investing, technology, entrepreneurship, leadership, and…

www.forbes.com

DuckDuckGo — Privacy, simplified.

The Internet privacy company that empowers you to seamlessly take control of your personal information online, without…

duckduckgo.com

Wolfram|Alpha: Making the world’s knowledge computable

Compute answers using Wolfram’s breakthrough technology & knowledgebase, relied on by millions of students &…

www.wolframalpha.com

Tools for AI Project Planning

What is a Kanban Board? | LeanKit

A Kanban board is a work and workflow visualization tool that enables you to optimize the flow of your work. Physical…

leankit.com

Google Sheets — create and edit spreadsheets online, for free.

Create a new spreadsheet and edit with others at the same time — from your computer, phone or tablet. Get stuff done…

docs.google.com

Trello

Infinitely flexible. Incredibly easy to use. Great mobile apps. It’s free. Trello keeps track of everything, from the…

trello.com

Build software better, together

GitHub brings together the world’s largest community of developers to discover, share, and build better software. From…

github.com

Tools for Protecting Your Data

What Is General Data Protection Regulation?

What is General Data Protection Regulation and why is it important? originally appeared on Quora: the place to gain and…

www.forbes.com

Have I Been Pwned: Check if your email has been compromised in a data breach

Have I Been Pwned allows you to search across multiple data breaches to see if your email address has been compromised.

haveibeenpwned.com