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Archive 2018My First Diploma from the Tough Russian School!
And it’s done. My first diploma from the National Research University Higher School of Economics, which I affectionately refer to as the 'Russian School'. In half the time and…
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Archive 2018AI Can Describe Photos!
I have just completed the most complex homework in AI that I have ever done. Creating and training a model that can generate text descriptions from photos!…
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Archive 2018A Bouquet of Four Experiments with Recurrent Neural Networks
Do you also enjoy conducting experiments? Take a look at my bouquet of four experiments from yesterday's exploration with recurrent neural networks (based on a fantastic Russian school). …
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Archive 2018The First Part of the Trilogy on the Use of Autoencoders – Noise Reduction
This time focusing on noise reduction. First, I will contaminate the entire dataset with a large amount of colour noise. I will compress this damaged image (to 512 digits) and then decompress it again. The excess noise was…
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Archive 2018What is an Autoencoder and How Does it Compress Data?
I continue my study of artificial intelligence in the 'Russian school'. It's a tough but good school. It took me 10 minutes to solve the autoencoder task with an error rate of 6.7%, but it took three days of experimentation to tame the error size down to 5%.
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Archive 2018Advanced Machine Learning at the National Research University Higher School of Economics
I am currently studying advanced machine learning at the National Research University Higher School of Economics, which is a top Russian university for economics and ranks among...
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Archive 2018Artificial Intelligence for Children
Siraj Raval is a famous YouTuber, followed by over 255,000 others besides me. Sometimes he is referred to in connection with...
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Archive 2018New Year New Skills!
New Year – new skills! With this motto, a new Robotics programme opens at Udacity. The programme consists of 8 subjects (Nanodegree programs) and…
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Archive 2017TensorFlow Playground
The Christmas gift is here again! TensorFlow Playground is a brilliant web application written in d3.js. TensorFlow Playground helps to understand how simple neural networks work, without needing to know any mathematics or install anything…
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Archive 2017New Books: Deep Learning from Computer Vision
Are you starting out with neural networks, deep learning, and looking to specialise in computer vision? If so, I have good news for you!
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Archive 2017Accenture's Research Reveals That Companies with Optimal Innovation Strategies Using Artificial Intelligence (AI) Create Greater Value for Their Shareholders
Accenture's new research has revealed that companies with optimal innovation strategies using artificial intelligence (AI) create greater value for their shareholders. They even mention us...
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Archive 2017Certificate – Deep Learning for Business by Yonsei University on Coursera
Another certificate for the wall! And my first from Korea :) Deep Learning for Business by Yonsei University on Coursera. A success rate of 98% all on the first attempt – it was supposed to take two months, but it can be done in a week.
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Archive 2017Completing the 4th Course on Deep Learning, This Time 'Convolutional Neural Networks'
Just before Christmas, I am completing the 4th course on deep learning, this time 'Convolutional Neural Networks' – my favourite convolutional networks :) What will you learn in the course? You might see,…
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Archive 2017Deep Learning for Business at Yonsei University in South Korea
I recently realised that studying artificial intelligence solely at Stanford University presents no challenge for me. I have everything done ahead of schedule and an average of 98% in tests...
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Archive 2017Incredible! Scientists 'Injected' Information Directly into the Brain!
Almost everyone has wished at some point to skip the learning process and save time. Especially now, with university students facing exams, they would gladly sell their souls if it worked in the real world like in The Matrix, where knowledge could be uploaded directly into the brain.
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Archive 2017Homework from Computer Vision – A Happy Home
My NG teacher is simply brilliant! Take a look at what his homework looks like: “You are going on holiday and have decided to spend a week with your…
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Archive 2017Which Machine Learning Algorithm Should I Use?
Although deep learning is my passion, I often encounter people wanting to use artificial neural networks when other methods would be much more suitable...
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Archive 2017Capsule Networks and Inverse Graphics
Have you encountered Capsule Networks and Inverse Graphics? These new concepts were recently popularised by the 'godfather' of deep learning…
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Archive 2017I Am Now Certified to Create Successful Machine Learning Projects
Yay! I am now certified to create successful machine learning projects. I can be the technical lead at AI and I know how to set the direction for my team's work….
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Archive 2017Google Unveils Kit for 'Personal Artificial Intelligence'
I would really like this :) A toy based on the Raspberry Pi platform and the VisionBonnet board and TensorFlow, which I love :) I just can't seem to reorder it :(
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Archive 2017The Developer Created an Artificial Intelligence Named Charles. Now It Roams Freely in GTA V
An intriguing article on how to use the pre-trained Inception v3 network to recognise your grandmother or the weather from photos of the sky. The focus of the article is on AI Charles,…
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Archive 2017What is Artificial Intelligence?
What is artificial intelligence? Artificial intelligence was born in the 1950s when a handful of pioneers in the newly emerging field of computer science began to ask…
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Archive 2017The Pentagon is Searching for Artificial Intelligence that Learns from Its Own Mistakes
I must admit that I am only familiar with self-learning AI in theory. I look forward to creating a few of my own models :) In the last three months…
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Archive 2017Second Certificate from Stanford University by Andrew Ng
I finally have my second certificate from Stanford University by Andrew Ng :) This time it was about the 'magic' of working better with deep learning and the 'tricks' of how to…
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