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Archive 2021Retrospective of 2021?
Dear friends! The difficult times brought by the coronavirus are ravaging our country and causing many hardships. More than ever, we must seek opportunities where fate places traps beside traps…
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Archive 2021The Grand Reveal!
Since yesterday, the phones have not stopped ringing. Jan? What revolutionary project are you planning this time? Investigative journalists soon recognised the head producer of the audio portal mujRozhlas.cz, Anna Vošalíková, in the photograph and…
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Archive 2021China vs. USA – The Battle for the AI Empire (or is it time to roll up our sleeves?)
Is China or the USA better in AI? We wrote a similar article about two years ago, where we discussed the book AI Superpowers by IT guru…
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Archive 2021Digital Painter
I would like to introduce you to the 'Digital Painter'. It can create a painting on any theme you desire. Would you like to paint Little Red Riding Hood, the Turing test, beautiful...
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Archive 2019Another Course Completed
I have just completed the course ‘Learn BERT – the most powerful NLP algorithm by Google’. It is an advanced course that introduces…
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Archive 2019Karen Hao analysed nearly 17,000 studies on artificial intelligence and wrote an article on where he believes AI is heading
• The biggest shift was the transition from expert systems (knowledge-based systems) to machine learning in the early 2000s. The word “logic” is increasingly less used in research…
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Archive 2019Artificial Intelligence Aids in Uncovering the Mysteries of Physics
It could one day help to reformulate quantum mechanics. Swiss physicist Rennato Renner and his team have proposed an algorithm that can distil vast amounts of information into…
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Archive 2019Great news! OpenAI has finally released its largest XLGPT-2 model with 1.5 billion parameters and 48 layers.
I like that people find the outputs of GPT-2 to be very convincing. The 'credibility score' for the largest model is 6.91 out of 10. That's just slightly…
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Archive 2019Introduction to Artificial Intelligence
I attempted to create a simple 3-minute video where I introduce myself and briefly explain what I understand by artificial intelligence. Does it make sense to tackle more complex topics in this way?
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Archive 2019The New Python with the 'Walrus' Operator is Here!
The most popular language for artificial intelligence has arrived with a new version on Monday. What’s new in version 3.8? Firstly, there are assignment expressions…
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Archive 2019The Launch of 'Digital Philosophy' and Its First Tasks
The first session of 'Digital Philosophy' is behind us, and with it came a voluntary task: to take a look at Descartes' Meditations on First Philosophy. I took it upon myself…
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Archive 2019Take a Look at the Popularity of Programming Languages
I perceive this with a certain delay in the Czech market as well :) https://www.reddit.com/…/this_video_shows_the_most_popula…/…
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Archive 2019Want to Improve Your Python Programming? Try Codewars!
Some of us strive to become good AI developers. One of the key skills we should master and continually improve is programming...
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Archive 2019The New Ferret Brain from Open AI Has Given Us Room for Further Experiments!
And here it is! Open AI has released another slightly larger model, this time version 345M. So instead of the brain of a small bird with 117 million neurons…
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Archive 2019Open AI Comes with Another Interesting Project – MuseNet!
In this experiment with a deep neural network (using the same universal technology as GPT-2), instead of text, it attempts to predict musical notes. This is nothing new in AI,…
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Archive 2019Artificial Intelligence and The Hitchhiker's Guide to the Galaxy: 'What is the fundamental question of Life, the Universe, and everything?'
What happens when we let artificial intelligence process the pentalogy of The Hitchhiker's Guide to the Galaxy by English writer Douglas Adams and ask it: 'What...
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Archive 2019Top 5 Online Courses for Machine Learning in 2019
During my lectures, people often ask me where they should start with AI. Rather than books that quickly become outdated, the answer tends to be online courses. Let’s take a look at what Brendan Martin, the founder of LEARNDATASCI, recommends:
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Archive 2019Unsupervised MT - Machine Learning Without a Teacher
It is still more of a concept, with relatively weak results, but I am surprised that it works at all. Let’s take a look at machine translation. Traditionally…
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Archive 2019Do You Want to Save Time on Data Pre-processing in Python?
Take a look at a very short piece of code that can speed up your data preparation process by 2-6 times. The trick lies in leveraging multiple CPU cores using the command: 'with…'
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Archive 2019Auto-Keras and AutoML
Google introduces Neural Architecture Search, abbreviated as NAS. NAS is essentially an algorithm that searches for the most optimal neural network to perform a specific task for your particular dataset.
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Archive 2019Certificate – Applied Machine Learning For Healthcare
After a recent certificate from MIT – CITI 'Data Only or Specimens Only Research' – which was truly a luxurious training, I completed another one today. This time…
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Archive 2018For Python Developers!
Do you also install TensorFlow using conda rather than pip? I suspected it was a better method (as Anaconda repeatedly states), but I had no idea…
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Archive 2018A Message for AI Developers: Recently, I needed to update some libraries in Python, and in the process, TensorFlow stopped working through the GPU.
I am currently tackling a task in NLP, where I teach a computer to recognise various types of insults, slurs, coarse expressions, etc. It's about 70 MB of text...
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Archive 2018The Conclusion of the Trilogy on Autoencoders or Genesis 2.0 – Right up to the Creation of the First Humans
In the beginning, there was chaos and noise. Epoch One. And the great Generator said: Let there be light! And there was light. And the Discriminator saw the light, that it was good…
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