Tekoälyopisto — hyytävän laaja kokoelma tekoälyä käsitteleviä linkkejä, kirjoja ja resursseja

Tekoäly (Artificial Intelligence) tulee olemaan ihmiskunnan tärkein keksintö. Keinoälystä kiinnostuneita varten olen koonnut tälle sivulle tärkeimmät resurssit, joiden avulla pääset kiinni mahdollisimman nopeasti tekoälykehityksen kelkkaan.

Kirjat

• Artifcial Ingellifence — foundations of computational agents (ilmainen) Book about the science of artificial intelligence (AI). It presents artificial intelligence as the study of the design of intelligent computational agents.
• Bostrom, Nick: Superintelligence: Paths, Dangers, Strategies
• Bourg, David M.: AI for Game Developers
• Breazeal, Cynthia: Designing Sociable Robots
• Fundamentals of Deep Learning: Designing Next-Generation Machine Intelligence Algorithms (Pre-order)
• Grand, Steve: Creation: Life and How to Make It
• Joscha, Bach: Principles of Synthetic Intelligence PSI: An Architecture of Motivated Cognition Oxford Series on Cognitive Models and Architectures.
• Kurzweil, Ray: How to Create a Mind: The Secret of Human Thought Revealed
• Kurzweil, Ray: The Singularity Is Near: When Humans Transcend Biology
• Minsky, Marvin: Steps toward artificial intelligence (ilmainen pdf)
• Minsky, Marvin: The Emotion Machine: Commonsense Thinking, Artificial Intelligence, and the Future of the Human Mind
• Raschka, Sebastian: Python Machine Learning
• Russell & Norvig: Artificial Intelligence: A Modern Approach
• Winston: Artificial Intelligence
• Wood, Gaby: Edison’s Eve: A Magical History of the Quest for Mechanical Life

Linkit

• AI, Deep Learning, and Machine Learning: A Primer A Good primer for the subject in video/podcast -format.
• Berkeleyn yliopiston luentosarja (kevät 2014) Käytännön esimerkkejä, miten tekoälyä voi käyttää ohjelmoinnissa.
• Dreamscope app Tool for creating neural net images.
• Monica’s Mind
• The AI Revolution: The Road to Superintelligence
• The Next Rembrandt

Merkittävät AI-intoilijat

• Cristina Andersson #robotisaatio
• Greg Brockman
• Jarno M. Koponen
• Joscha Bach Ph.D., AI researcher.
• Jufo Peltomaa
• Kaj Sotala

Mielenkiintoiset AI-firmat ja seurattavat startupit

• Amy Your AI powered personal assistant for scheduling meetings.
• Angel.ai NLP as a platform (same company is behind GoButler).
• Api.ai Conversational UX Platform.
• Arria Automated journalism platform.
• AtomNet Drug design with convolutional neural networks.
• BigML — machine learning made easy.
• Clara Clara is a Virtual employee.
• Cleo An A.I. assistant for your money.
• ConversicaVirtual sales assistant that fosters real conversations to discover your most qualified sales opportunities.
• Deep Instinct Deep learning in cybersecurity.
• Dextro Dextro makes videos discoverable, searchable, and curatable using machine learning.
• Expertmaker Intelligent Automation & Optimization — Acquired by eBay.
• Festo A Bionic Kangaroo.
• Franka “I am the first robot that builds itself.”
• GoButler A personal travel agent.
• Googlen itseajavat autot
• Grok Solutions Company behind the open source NuPIC project.
• Howdy.ai Meet Howdy — a friendly, trainable bot that helps Slack teams with work.
• Jibo The World’s First Social Robot for the Home.
• LeadCrunch High precision B2B leads using artificial intelligence.
• Lola Virtual travel agent
• MindMeld Platform for language understanding.
• Neokami AI based cyber security.
• OnlyBoth Automated, AI enhanced benchmarking service.
• Pepper First personal and emotional humanoid robot.
• Second Inc Personal assistant.
• TaylorBot A.I. powered travel assistant.
• The Grid AI websites that design themselves
• TinMan AI Builder AI Builder V3.0 is a powerful integrated development environment for the visual design, real-time simulation, testing and deployment of autonomous and semi-autonomous systems.
• Vicarious They are trying to build unified algorithmic architecture.
• Wipro Holmes Artificial Intelligence Platform.
• Wit.ai Natural Language for Developers.

Ohjelmointi

• Amazon DSSTNE Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models
• Amazon Machine Learning Amazon Machine Learning is a service that makes it easy for developers to use machine learning technology.
• Braina Virtual Assistant Braina is an Artificial Intelligence(AI) software for PC.
• Cortana Intelligence Gallery
• FANN Fast Artificial Neural Network Library (Open Source)
• Google Cloud Machine Learning (beta) Scalable machine learning, in Google Cloud
• Google Cloud Platform (machine learning) Fast, large scale and easy to use Machine Learning services.
• Meet Mycroft, the open source AI who wants to rival Siri, Cortana, and Alexa
• NuPIC Open Source Platform and Community for Machine Intelligence based on HTM Theory.
• Recurrent Neural Networks in Ruby
• ROS The Robot Operating System (ROS) is a set of software libraries and tools that help you build robot applications.
• TensorFlow TensorFlow is an Open Source Software Library for Machine Intelligence.
• The Blue Brain Project Blue Brain is a project to simulate the brain at molecular detail.

Organisaatiot

• Airo Island
• NuPIC Open Source Platform and Community for Machine Intelligence based on HTM Theory.
• OpenAI

Uutissivustot ja foorumit

• Quora, Artificial Intelligence
• Reddit/r/artificial Hyvä sivusto AI-uutisten seuraamiseen
• SingularityHUB — Artificial Intelligence
• Wired / Artificial Intelligence