AI
Articles
AI
Brain
Chemistry
Conciousness
Brain-Computer Interface
Brain Damage
Speech
Language
Memory
Failings
Veritas
Hardware
Machine Learning
3Blue1Brown 3b1b videos
Amazon: Amazon Web Services (AWS)
Android
Boltzman Machines
Datasets
Github OpenAI
Google Brain
Libraries
Mathworks
Microsoft
pandas
Tensorflow
Classification Threshold
Interpretability
Uses
Text Analysis
Reviews Analysis
Translation
Negotiating
Recommending
Fraud
Customer Service
Military
Coding
Health
Identification
Games
Simulation
Cars
Marketplace
Legislation
AI
The Register 31dec99: Artificial Intelligence
BBC 31dec99: Artificial Intelligence
Brain
Chemistry
Conciousness
Brain-Computer Interface
Brain Damage
Speech
Language
Memory and Emotion
Failings
Veritas
Chemistry
youtube 31dec99: Brain
BBC 29mov19: Why do some people have wanderlust - and not others?
BBC 15jan20: The quiet power of introverts
BBC 12dec20: The science of addiction: Do you always like the things you want?
Conciousness ; and see Physics ... Roger Penrose
RI: Anil Seth 01feb17: The Neuroscience of Consciousness
Jeff Hawkins 01jul19: Thousand Brains Theory of Intelligence | Artificial Intelligence (AI) Podcast
Wikipedia: Bicameralism (psychology)
ars technica 26mar17: Most common cells in the brain help us anticipate rewards
Scientific American 27mar17: The Genius of Pinheads: When Little Brains Rule
Nautilus 04may17: Pre-Conscious Humans May Have Been Like the Borg
The New York Times 02feb17: The Purpose of Sleep? To Forget, Scientists Say
Quanta Magazine 23may17: The Thoughts of a Spiderweb
BBC 12jun17: What you can learn from Einstein's quirky habits
BBC jul17: Is your brain bigger than the Internet?
BBC aug17: Can hacking my brain give me an extra sense?
Nova Next 15aug17: Anyone Can Be Trained to Hallucinate, and That’s Teaching Scientists About Perception
The A Register 14feb18: A pair of academics have reproduced part of a moth's brain as an artificial neural network
Discover 03jan18: You’re Sick, We Can See It All Over Your Face
BBC 03jun18: Exams 2018: The 'myth' of the visual learner
The Register 06jul18: Boffins build neural networks fashioned out of DNA molecules
BBC 13jun19: The incredible time-bending power of your brain
The Register 18jul18: AI can untangle the jumble of neurons packed in brain scans
The Register 18jul19: Elon Musk's new idea is to hook your noggin up to an AI – but is he just insane about the brain?
BBC 31jan20: What exactly is deja vu?
BBC 13mar20: Who is really in control of your mind?
BBC 16mar20: Is free will just an illusion?
BBC 16mar20: Are our moral choices really our own?
The Information Philosopher 31dec99: Libet Experiments [many links]
Brain-Computer Interface
Wikipedia: Brain–computer interface
BBC 10jun13: How the brain controls a 'mind machine'
arstechnica 24may15: New neural implant reads a person’s intentions to control robotic arm
BBC 21jul16: Brain map carves cortex into twice as many areas
NIH Blueprint: The Human Connectome Project
CBS 09apr17: What is "brain hacking"? Tech insiders on why you should care
BBC 19apr17: Facebook shares brain-control ambitions
how-to geek 09jan20: NextMind Makes a Leap Toward Controlling Computers With Your Thoughts
arstechnica 30mar20: Neural implants plus AI turn sentence-length thoughts to text
arstechnica 24apr20: BCI system gives paralyzed man back his sense of touch with haptic feedback
BBC 28aug20: Elon Musk to show off working brain-hacking device
BBC 29aug20: Neuralink: Elon Musk unveils pig with chip in its brain
The Register 29aug20: Neuralink: You Musk be joking: A mind-reading Neuralink chip in a pig's brain? Downloadable memories? Telepathy? Watch and judge for yourself
BBC 02sep20: Is Elon Musk over-hyping his brain-hacking Neuralink tech?
- 1024 electrodes, 43mm. Can have multiple implants.]
Brain Damage
TEDxOrangeCoast Daniel Amen 16oct13: The most important lesson from 83,000 brain scans
Speech
Scientific American 28apr17: The Brain Has Its Own “Autofill” Function for Speech
BBC 09aug18: Primate speech: How some species are 'wired' for talk
Language ; and see [Computer] Negotiating
YouTube 12nov15: How to Reach Fluency in a New Language
Adam King 03may19: Talk to Transformer [Text creation]
BBC 00oct19: Do we think differently in different languages
how-to geek 21apr20: What Is Natural Language Processing, and How Does It Work?
Language/Stephen Pinker
YouTubbe/Stephen Pinker 21apr20: What Is Natural Language Processing, and How Does It Work?
YouTubbe/Stephen Pinker 05oct07: The Stuff of Thought | Steven Pinker | Talks at Google
Memory and Emotion
2002: A picture is worth a thousand lies: Using false photographs to create false childhood memories
Time 19nov13: Remember That? No You Don’t. Study Shows False Memories Afflict Us All
BBC 07apr17: Rules of memory 'beautifully' rewritten
The Register 07jan18: Forget ripping off brains for AI. Butterflies and worms could lead us to self-repairing intelligent robots, says prof
BBC 05aug19: Why your first memory is probably wrong
BBC 01nov18: How to cope with your memory's flaws
BBC : Babies Their Wonderful World, Series 1, Becoming Independent
BBC : Babies Their Wonderful World, Series 1, Becoming Independent.mp4
Three-part science series presented by pediatrician Dr Guddi Singh,
bringing together over 200 babies and scientists from around the world
to take part in one of the most ambitious scientific studies about babies ever attempted.
With cutting-edge experiments we explore how the incredible changes that happen
in the first two years of life make us who we are.
This final episode investigates the latest research into how we become independent.
It looks at the huge transition babies make as they learn to crawl.
New research suggests that crawling triggers a new understanding about the world and its hazards.
Professor Elisabeth Hill tests newly crawling babies with a visual cliff
- an optical illusion made of perspex that looks like a sheer, vertical drop.
Babies that have only just begun to crawl go straight across the perspex,
apparently unaware of the potential danger. Babies who have been crawling for longer
react to the drop and stop on the cliff edge, showing greater understanding of danger.
BBC 15dec20: Emotions: limbic system
Failings ; and see Memory
BBC 19jul17: Can hacking your brain give you an extra sense?
BBC 02feb18: How one woman transformed Alzheimer’s research
BBC 26feb18: Could psychosis be an autoimmune disease?
BBC 01jun18: Is your brain your own worst enemy?
BBC 04jul18: Five ways to be more elastic in your thinking
BBC 13jun19: The incredible time-bending power of your brain
BBC 19jul19: How stories shape our minds
BBC 05aug19: Why we see faces in clouds
BBC 05aug19: Can you really multitask? Finally, an answer
BBC 14oct19: Why smart people do stupid things
BBC 15nov19: Five ways to distraction-proof your mind
BBC 19dec19: Where do phobias come from?
BBC 03oct20: Choice blindness: Do you know yourself as well as you think?
Veritas
Veritas 03jul14: How Much Information?
Veritas 16jul14: What is NOT Random?
Veritas 10feb16: The Speed of Life
Veritas 21jul16: The Illusion of Truth
Veritas 02mar17: The Science of Thinking
Sleep
BBC 26jul18: Five compelling reasons why we all need to sleep more
BBC 25oct18: What's the most common thing we all dream about?
BBC 18nov19: Can we manipulate our sleep?
Hardware
phys.org: NIST's superconducting synapse may be missing piece for 'artificial brains'
cloudsavvyit 14may20: NVIDIA’s New Ampere GPU is a Game Changer for Artificial Intelligence
MathWorks -Johanna Pingel 20may20: All About GPUs
Machine Learning:
3Blue1Brown 3b1b videos
Amazon: Amazon Web Services (AWS)
Android
Boltzman Machines
Datasets
Training
Github OpenAI
Google Brain
Libraries
Mathworks
Microsoft
pandas
Tensorflow
Interpretability
Uses
Learn: Linear algebra well (eg matrix maths)
Learn: Calculus to an OK level (not advanced stuff)
Learn: Probability theory and statistics to a good level
Learn: Theoretical computer science basics
Learn: To code well in Python and OK in C++
Wikipedia 2017: Machine Learning
Distill — Latest articles about machine learning
Quanta Magazine 23jul13: As Machines Get Smarter, Evidence They Learn Like Us
Quanta Magazine 04dec14: A Common Logic to Seeing Cats and Cosmos
Fortune: Why Deep Learning Is Suddenly Changing Your Life [local .odt]
ars technica 14jan17: Neuroscience tools used to understand the microprocessor; they fail [local .odt]
ars technica 13jan17: “OK Facebook”—Why stop at assistants? Facebook has grander ambitions for modern AI [local .odt]
The Register 01nov18: If you want to inject AI into your apps, and you can stomach Facebook's code, then have we got some news for you
Google: Cloud Machine Learning Services
Humanity’s war on latency: Semaphore to silicon photonics
Annals of Medicine 03apr17: A.I. Versus M.D. - What happens when diagnosis is automated?
Nautilus 27apr17:We Need Conscious Robots
Motherboard 06jun14: There's a Bit of a Flaw in the Way Artificial Intelligence Is Being Developed
The Royal Society: Machine Learning
BBC 01aug17: Better drugs, faster: The potential of AI-powered humans
CBS 20aug17: New generation of drones set to revolutionize warfare
Wired 18sep17: AI Research Is in Desperate Need of an Ethical Watchdog
The Verge 20sep17: Google’s AI head says super-intelligent AI scare stories are stupid
The Register 25sep17: Wanna get started with practical AI? Check out this chap's Rubik's Cube solving neural-net code
BBC 02oct17: The computers being trained to beat you in an argument
BBC 16oct17: Artificial intelligence - hype, hope and fear [add £650B to UK by 2035
BBC 18oct17: Google DeepMind: AI becomes more alien [AlphaGo]
The Register 25oct17: AI is worth learning and not too tricky – if you can get your head around key frameworks
- Deep Learning with PyTorch: A 60 Minute Blitz
The Register 08oct18: dev preview for PyTorch 1.0 is here
The Register 17apr19: Absolute mad lads are teaching physics to AI because how else will it learn to solve real-world problems (like humans)
- Keras: The Python Deep Learning library
The Register 26oct17: AI bot rips off human eyes, easily cracks web CAPTCHA codes. Ouch
The Register 27oct17: A picture tells a 1,000 words. Here's about 750 on Facebook using pics to school AI translators
BBC 03nov17: AI image recognition fooled by single pixel change
The Register 06nov17: How we fooled Google's AI into thinking a 3D-printed turtle was a gun
The Register 19feb18: Reinforcement learning woes, robot doggos, Amazon's homegrown AI chips, and more
BBC 23mar18: DeepMind explores inner workings of AI
BBC 19apr18: Are AI fairytales the future?
It's Foss Shop 27apr18: Pay What You Want: The 2018 Machine Learning Bundle
The Register 26jun18: You can never have too much AI! MapR shoves more in data platform in bid to fill 'critical gaps'
The Register 06jul18: Decision time for AI: Sometimes accuracy is not your friend
BBC 17aug18: Tent Tech: Is AI more than just a buzzword?
Microsoft 13sep18: Microsoft acquires Lobe to help bring AI development capability to everyone
The Register 04oct18: Databricks pushes machine learning on easy mode
The Register 10nov18: Facebook's after math
YouTube RI 17may17: Artificial Intelligence, the History and Future - with Chris Bishop
The Register 17may19: Standards group W3C wins support from all major players to get AI working in the browser
The Register 12jul19: Congrats, Nvidia and Google: You're still the best (out of five) at training neural networks
Pathmind: Preview - Run experiments like a pro.
Comarch 00dec19: Artificial Intelligence Management (AIM)
how-to geek 09mar20: The Problem With AI: Machines Are Learning Things, But Can’t Understand Them
Lex Fridman 19apr18: Max Tegmark: Life 3.0 | MIT Artificial Intelligence (AI) Podcast
BCG 23nov18: Max Tegmark: Life 3.0 | Being Human in the age of Artificial Intelligence
Dev Class 21may20: Welcome to the machine learning: Microsoft plays to ML devs with slew of AI announcements
Dev Class 23dec20: DeepMind's AI agent MuZero could turbocharge YouTube
3Blue1Brown 3b1b videos
YouTube: 3BlueOneBrown
05oct17 But what *is* a Neural Network? | Chapter 1, deep learning
16oct17 Gradient descent, how neural networks learn | Chapter 2, deep learning
03nov17 What is backpropagation really doing? | Chapter 3, deep learning
03nov17 Backpropagation calculus | Deep learning, chapter 4
Android 8.1 Oreo goes final, rolling out now to Pixel and Nexus devices. Maintenance release brings hardware-accelerated machine learning to the Pixel 2.
Amazon: Amazon Web Services (AWS) ; and see Negotiating
Artificial Intelligence on AWS - Powerful machine learning for all developers and data scientists
17aug18: Machine Learning on AWS
Ana Visneski 12oct17: Introducing Gluon: a new library for machine learning from AWS and Microsoft
The Gluon API Specification
25oct17: Announcing New AWS Deep Learning AMI [Amazon Machine Images] for Amazon EC2 P3 Instances
03nov17: Introduction to Amazon AI and Deep Learning
Amazon Sagemaker: Build, train, and deploy machine learning models at scale
What Is Amazon Sagemaker?
The world’s first deep learning enabled video camera for developers
AWS Training and Certification
AWS Training: AI
AWS Cloud Practitioner Essentials
AWS Marketplace 00jan19: Machine Learning & Artificial Intelligence
AWS 00may19: Machine learning solutions in AWS Marketplace
Neural Networks API
AWS 24oct19: Machine Learning for free on AWS
cloudsavvyit 04mar20: A Beginner’s Guide to AWS’s Machine Learning Services
Boltzman Machines:
Wikipedia: Hopfield Network
Wikipedia: Boltzmann Machine
Wikipedia: Restricted Boltzmann Machine (RBM)
SpaceTime 26apr17: Are You a Boltzmann Brain?
Datasets
Google search for datasets
The Register 20nov18: Can you trust an AI data trust not to slurp your data?
Training
BBC 03nov18: Why Big Tech pays poor Kenyans to programme self-driving cars
Google Brain:
Inside the artificial brain that's remaking the Google empire
Wikipedia: Google Brain
Research at Google: Machine Learning Algorithms and Techniques
How YouTube perfected the feed - Google Brain gave YouTube new life
Libraries
The Register 17may19: Standards group W3C wins support from all major players to get AI working in the browser
Python
The Register 02oct18: Python lovers, here's a library that will help you master AI as a newbie
- Github fastai
- fastai documentation
Github OpenAI
OpenAI
openai/blocksparse
The Register 06dec17: OpenAI uses cunning code to speed up GPU machine learning
Facebook AI Research (FAIR)
Under the hood 02oct18: Facebook Marketplace powered by artificial intelligence
Mathworks: Machine Learning:
Section 1: Introducing Machine Learning
Section 2: Getting Started with Machine Learning
Section 3: Applying Unsupervised Learning
Section 4: Applying Supervised Learning
MathWorks 2017: Cancer Diagnostics with Deep Learning and Photonic Time Stretch
MathWorks 06dec16: Deep Learning with MATLAB: Deep Learning in 11 Lines of MATLAB Code
MathWorks 24jul17: Introduction to Deep Learning
MathWorks: Introducing Deep Learning with MATLAB
MathWorks: Introducing Deep Learning with MATLAB
MathWorks: Machine Learning with MATLAB
Mathworks: Introduction to Deep Learning: What Are Convolutional Neural Networks?
Mathworks: Introduction to Deep Learning: Introduction to Deep Learning: Machine Learning vs. Deep Learning
Mathworks: MATLAB Digest (emails)
08feb17: Deep Learning with MATLAB: Transfer Learning in 10 Lines of MATLAB Code
12apr17: Deep Learning with MATLAB: Training a Neural Network from Scratch with MATLAB
12apr17: Deep Learning with MATLAB: Transfer Learning with Neural Networks in MATLAB
12apr17: Deep Learning with MATLAB: Using Feature Extraction with Neural Networks in MATLAB
Mathworks 09may17: Deep Learning: New Tools for Algorithm Design and Validation
Mathworks 21may17: What Is Machine Learning? 3 things you need to know
Mathworks 21jun17: Free Signal Processing Toolbox Trial
Mathworks 26jul18: Demystifying Deep Learning: Semantic Segmentation and Deployment
Matlab 09aug18: MATLAB Courses
- Deep Learning Onramp - 2 hour free interactive on image recognition
09aug18: What’s New in MATLAB for Deep Learning?
16aug18: MATLAB for Deep Learning - try it in your browser
16aug18: Machine Learning in MATLAB (Documentation)
01may18: Deep Learning Accelerates Product Development
27sep18: Machine Learning with MATLAB [eBook]
Mathworks 00jan19: What Is Machine Learning? [video and links]
KBnuggets 00jan19: Top 3 Trends in Deep Learning
Mathworks 00jan19: Test-Drive the Classification Learner App
Mathworks 00feb19: Analyze and model data using statistics and machine learning
Mathworks 00apr19: Machine Learning with MATLAB [and see eBook machine-Learning-ebook[1].pdf]
skimind A.I. Wiki : A Beginner's Guide to Generative Adversarial Networks (GANs)
00jun19: Machine Learning Challenges: Choosing the Best Classification Model and Avoiding Overfitting
Chapter 1 00jun19: Choosing the Right Classification Model
- Chapter 2 00jun19: The Classification Learner App
- Chapter 3 00jun19: Avoiding Overfitting
- Chapter 4 00jun19: MATLAB Functions That Check for Overfitting
- Machine Learning with MATLAB - Quick Start Guide (PDF 1 page)
Introduction to Deep Learning: What Are Convolutional Neural Networks?
00Oct19: What Is int8 Quantization and Why Is It Popular for Deep Neural Networks?
15oct19: When to use Machine Learning or Deep Learning?
00Nov19: Using MATLAB with Python
00Nov19: Reinforcement Learning with MATLAB: Understanding Rewards and Policy Structures
00nov19: Reinforcement Learning with MATLAB [- ebook]
15jan20: Deep Learning with Raspberry Pi and MATLAB
07apr20: Learning in the time of Coronavirus [many links]
11jun20: Speeding Up Data Preprocessing for Machine Learning [ebook, links to 3 chapters]
00jun20: Machine Learning Onramp [links to 5 sessions]
00jun20: This free, two-hour tutorial provides an interactive introduction to practical machine learning methods for classification problems.
00jun20: Choosing the Best Machine Learning Classification Model and Avoiding Overfitting
Mathworks 00aug20: Machine Learning Questions Asked and Answered
Mathworks 00dec20: Deep Learning and Traditional Machine Learning: Choosing the Right Approach
Mathworks 00jan21: Machine Learning and Deep Learning Q&A
Mathworks 00feb21: Deep Learning Webinars 2020
Microsoft
.NET Blog 12sep18: Announcing ‘Machine Learning .NET’ 0.5
pandas ; and see Classification Threshold
data school 10may16: Easier data analysis in Python with pandas (video series)
data school 23may18: Best practices with pandas (video series)
Tensorflow
The Register 11nov17: Secret HPE AI chip, TensorFlow updates, neural networks writing themselves – and more
- TensorFlow: Getting Started With TensorFlow
The Register 20oct18: A DeepMind library to help build reinforcement learning bots
TRFL a library built on top of TensorFlow
DeepMind: Open sourcing TRFL: a library of reinforcement learning building blocks
Dev Class 27feb19: TensorFlow 1.13.1 surges forward with Python 3.7 support and enhanced core
M 06mar19: Introducing TensorFlow Privacy: Learning with Differential Privacy for Training Data
- M 06mar19: Setting up TensorFlow Privacy
DeepMind 07mar19: TF-Replicator: Distributed Machine Learning for Researchers
Classification Threshold
data school 19nov14: ROC curves and Area Under the Curve explained
Interpretability
BBC 15jun18: Can we trust AI if we don't know how it works?
OpenAI 06mar19: Introducing Activation Atlases
- Distill 06mar19: Exploring Neural Networks with Activation Atlases
- Distill 07nov17: Feature Visualization - How neural networks build up their understanding of images
- - Distill : Feature Visualization - Appendix
Visual Geometry Group, University of Oxford 19apr14: Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps
(CVPR ’15),IEEE 02apr15: Deep Neural Networks are Easily Fooled: High Confidence Predictions for Unrecognizable Images
Google AI Blog 17jun15: Inceptionism: Going Deeper into Neural Networks
12apr17: Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space
Distill 06mar18: The Building Blocks of Interpretability
Stanford : t-SNE visualization of CNN codes
Large Scale Visual Recognition Challenge 2014 (ILSVRC2014) - Results
BBC 24nov19: Google tackles the black box problem with Explainable AI
The Register 07mar20: What would machine learning look like if you mixed in DevOps? Wonder no more, we lift the lid on MLOps
The Register 25mar20: 6 Python Libraries to Interpret Machine Learning Models and Build Trust
The Register 20apr20: Who knows the secret of the black magic box? Boffins seek the secrets of AI learning by mapping digital neurons
Microscope 00apr20: About OpenAI Microscope
distill 00apr20: Zoom In: An Introduction to Circuits
distill 00apr20: tensorflow/lucid [lucid library - infrastructure and tools for neural network interpretability.]
The Register 11jun20: Seldon releases Alibi Explain 0.5.0 [Cannot refuse cookies]
The Register 16jun20: - Can’t see the forest for the trees? Alibi Explain adds more models for better machine learning understanding
Uses
Text Analysis
Reviews Analysis
Translation
Negotiating
Recommending
Customer Service
Vision
Pictures
Military
Coding
Corruption
Health
Identification
Games
Simulation
Cars
Robotics
The Register 02jan17: ‘Artificial Intelligence’ was 2016's fake news
The Register 05sep18: I've seen the future of consumer AI, and it doesn't have one
The Register 06nov18: Fight AI with AI! Code taught to finger naughty deepfake vids made by machine-learning algos
BBC 19nov18: Instagram targets fake likes and comments
Cognitive Scale: What is Augmented Intelligence?
BBC 14apr17: Artificial intelligence: How to avoid racist algorithms
Al Jazeera 24feb20: Dataland: The evolution of artificial intelligence and big data
The Register 16mar20: TensorFlow gets its quantum of solace, lid lifted on 'all-seeing crime-detecting' AI upstart, and more
CTS 00apr20: Connected Technology Solutions magazine [see mar/apr edition page 36]
Text Analysis
Mathworks: Text Analytics Toolbox
- Three 20jul18: Deep Learning in Action – part 2 [Sentiment Analysis]
YouTube 15sep15: The Zipf Mystery
Wikipedia: Word2vec
AI Research 11sep18: Rosetta: Understanding text in images and videos with machine learning
Mathworks 00oct18: Technical Articles and Newsletters: Text Analytics [Twitter +ive/-ive classification]
The Register 21nov18: Talk in Trump's tweets tells whether tale is true: Code can mostly spot Prez lies from wording
TIBCO 00jan19: Text Similarity Analyzer
Mathworks 00apr19: Machine Learning with Text: Get Started with Text Analytics in MATLAB
BBC 15oct19: Microsoft seeks to clean up Xbox game chat with AI
google 26oct19:
google 16oct20: How AI is powering a more helpful Google
how-to geek 16oct20: Google Search’s New AI Understands Your Sloppiest Tpyos and Misspellings
Reviews Analysis ; and see Articles: Business/Selling ; Articles: Business/Selling/Reviews
Dummies: Using Machine Learning to Analyze Reviews from E-Commerce
Translation
LiveMint 09jun17: How Google translations are getting more natural
The Register 24oct18: Linguists, update your resumes because Baidu thinks it has cracked fast AI translation
AI Research 31aug18: Unsupervised machine translation: A novel approach to provide fast, accurate translations for more languages
how-to geek 13dec19: Google Assistant on Phones Gets Interpreter Mode, Like Google Translate on Steroids
Negotiating
TheNextWeb 20jun17: Facebook’s AI accidentally created its own language
- Facebook AI Research: Deal or No Deal? End-to-End Learning for Negotiation Dialogues
Recommending
It's Foss 11apr19: How Netflix Deploys Open Source AI to Reveal Your Favorites
Fraud
BBC 31may19: Dating app scammers spotted by AI
Al Jzazeera 19nov19: Can We Identify Loyalty Fraud with the Use of Machine Learning?
Customer Service
The Register 12jul18: Salesforce ‘Einstein’ now smart enough for customer service
Vision
Intel OpenVINO Toolkit: Develop Multiplatform Computer Vision Solutions
Matlab 22jun18: Deep Learning in Action – part 1 [Pictionary]
Matlab 21aug18: Deep Learning in Action – part 3 [Sign Language]
AWS 00nov18: Amazon Rekognition: Easily add intelligent image and video analysis to your applications
AWS 00dec18: Computer Vision Services for AI
Mathworks 00may19: Get Started with Image Processing and Computer Vision
BBC 22nov19: Artificial eyes: How robots will see in the future
Pictures
The Register 01oct18: I like BigGANs but their pics do lie, you other AIs can't deny
Matlab Answers 13dec15: How to extract an object from an image
Military
The Register 23jul18: Engineers, coders – it's down to you to prevent AI being weaponised
The Register 08sep18: US military chucks $2bn at AI
The Register 15may19: Quit worrying about killer robots, they are coming whether you like it or no
arxiv.org 10may19: - Integrating Artificial Intelligence
- local copy
Coding
The Register 29aug18: No need to code your webpage yourself, says Microsoft – draw it and our AI will do the rest
Health
BBC 08sep18: Parkinson's diagnosis set to be sped up by Tencent's AI
BBC 28jun19: AI needs more health data if it's to help cure the world
MedicalXpress 06nov18: Artificial intelligence predicts Alzheimer's years before diagnosis
BBC 06dec19: Artificial intelligence apps, Parkinson’s and me
BBC 01jan20: AI 'outperforms' doctors diagnosing breast cancer
The Register 14jan20: AI of the needle: Here's how neural networks could detect nighttime low blood-sugar levels using your heart beat
The Register 06mar20: AI-predicted protein structures could unlock vaccine for Wuhan coronavirus... if correct... after clinical trials
The Register 23oct20: IBM builds AI that correctly predicts onset of Alzheimer’s 71% of the time, better than standard clinical tests
The Next Platform 28jan21: Pharma Giant Roche Partners for Quantum Drug Discovery
Identification
BBC 12may17: 'You can tell by the way I use my walk...'
The Register 22jul20: Sick of AI engines scraping your pics for facial recognition? Here's a way to Fawkes them right up
Games
00feb19: EMERGENT COORDINATION THROUGH COMPETITION [pdf]
- code for above pdf.
The Register 25nov19: DeepMind gets good at games (and choosing them) – plus more bits and bytes from the world of machine learning
Simulation
The Register 28jun19: That this AI can simulate universes in 30ms is not the scary part. It's that its creators don't know why it works so well
- Simons Foundation 26jun19: The First AI Simulation of the Universe Is Fast and Accurate — and Even Its Creators Don’t Know How It Works
- PNAS 24jun19: Learning to predict the cosmological structure formation
Cars
The Register 24apr20: Register lecture: Teaching self-driving cars how to be more human
Robotics
how-to geek -01aug20: Loihi Artificial Skin Detects Touch 1,000 Times Faster Than the Human Nervous System
Marketplace
gov.uk 15oct17: Growing the artificial intelligence industry in the UK
experfy 00may19: jobs, projects
The Register 21jan19: Just forget what Gartner said about AI in June 'cos CIOs are all over it now apparently
The Register 05mar19: Two in five 'AI startups' essentially have no AI, mega-survey of nearly 3,000 upstarts finds
The Register 21jun19: Big names hurl millions of pounds at scheme to hoist UK's AI knowhow
The Register 04jul19: How to get into Tech Nation's growth programme for UK artificial intelligence
The Register 07sep20: DEBATE - Artificial intelligence in the enterprise is just yesterday's dumb algorithms rebranded as AI
BBC 09nov20: How artificial intelligence may be making you buy things
New Scientist
04apr20 p14: Mind-reading AI turns thoughts into words using a brain implant
Legislation
Sunday Express 29dec19:
Police and government agencies would have to publicly declare when they are using artificial intelligence to fight crime, under proposals to safeguard the civil liberties of members of the public.
Lord Evans of Weardale, a former head of MI5, who is overseeing an official review of the use of AI in the public sector, said it as 'troubling' that little was known about the increased use of AI by the authorities, who are deploying automated software to recognise face and decide whether suspects should be bailed.
Last week it emerged that the emergency services could in the future remotely deploy drones to monitor accidents or crime scenes. Responding to fears that the use of AI could infringe the civil liberties of members of the public, Lord Evens said it was currently 'very difficult' to find out whose automated systems were being used by authorities.
In an interview with The Sunday Express, Who chairs Whitehall's committee on standards in public life, said the use of AI by public bodies should be 'visible and declared' where it could impinge on civil liberties.
The backbench peer, who was director general of MI5 until 2013, also called for the introduction of a set of guidance" on the use of AI.
He warned that the current automated systems, which help authorities to make decisions affecting members of the public, can contain inadvertent prejudices against particular groups.
Lord Evan's committee has been carrying out a review of the issue since March, and is due to submit its final report to Boris Johnson in February.
In a letter to Lord Evans, dated ????, the prime minister said he "completely agreed" that "we need to ensure standards are upheld as AI technology is increasingly used and procured across the public sector". He said he looked forward to reading their findings.
Speaking as the committee finalised their review, Lord Evans said AI had the potential to spark "better informed business judgments" across the public sector. "If you get it right, and it's done intelligently, there is certainly potential benefit, because decision making is probably not wholly rational and objective," he said.
"If you get the systems in place, you might actually be in a better position to demonstrate why what's being done is [more] fair, objective and so on, than it is with just humans working on their own."
And he added: " It was very difficult to find out where AI is being used in the public sector. And it shouldn't, in our view, be as difficult as that … We haven't got a very good view as to where this is being used and done. I think that's a little bit troubling."
Lord Evans continued, " I think there should be some arrangement whereby any public authority or agency which is seeking this ought to be proactively open about that.
"Not because there's a problem, because probably 90 per cent of the times there won't be a problem.
But if you are wanting proper scrutiny and accountability for it, these people have got to know where it is being used. At the very minimum, it should be visible, and declared, where it has
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Machine learning (neural networks, bayesian networks, CRFs, SVMs, genetic/evolutionary algorithms, decision trees,…)
Data mining
Data science
Computer vision, natural language processing, image and voice recognition
Predictive analytics
Parallel programming
Cognitive computing
Neural networks
Knowledge acquisition, representation, networks
Tools & Services
Machine learning libraries and frameworks (TensorFlow, Caffe, Cognitive Toolkit, MXNet etc…)
Tools for data collection and analysis
ML services (IBM Watson, Amazon Lex, Amazon Rekognition, Amazon SageMaker, Saffron, Azure Machine Learning, Google Cloud ML, HPE Haven,…)
Frameworks and computing platforms including CUDA, OpenCL,…
The emphasis will be hands-on introductions, conceptual decisions, live demos, or comparisons of different techniques. Presentations that are based solely on promoting a product will not be allowed.
Production
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Smart anything (home, city, metering, traffic control, autonomous driving, crime prediction, fraud detection, chatbots…)
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Security, data safety etc.
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