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Archive 2019Andrew Ng has created a new course 'AI For Everyone' – 'AI for Everyone!'
In this classic four-week course, Ng demonstrates for the first time that AI is not just for engineers. If you want to work better with artificial intelligence in your company and…
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Archive 2019GPT-2 Interviews Alpha Industries Ltd.
I am still enchanted by the possibilities of the GPT-2 model. Today, I fine-tuned the system for questions and answers. I provided it with information about our company, Alpha Industries, and devised four questions, giving it the correct answer to three. I was curious to see how it would respond to the fourth question, and I must say, the model surprised me once again!
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Archive 2019A New Book on Machine Learning by Andriy Burkov
Most books on machine learning are thick and relatively challenging to read. Now, a book by Andriy Burkov has been released, which is only 100 pages long and…
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Archive 2019Artificial Intelligence Suffers from Human Prejudice!
Amazon tried an AI-powered recruitment programme but found that the software favoured men. A Microsoft chatbot transformed into a sex-obsessed, neo-Nazi machine in just 24…
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Archive 2019The AI Model GPT-2 Generated an Article About Alpha Industries! What’s the Result?
I had the much-discussed AI model GPT-2 generate an article on the topic: “I love Alpha Industries – the best company in the world that...
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Archive 2019Scientists have created a language neural network that approaches human quality. It is said to be so good that its authors are afraid to publish it!
Experts from OpenAI have proudly announced another technological success – the language model GPT-2. In the article's headline, they claim that its authors are afraid of it…
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Archive 2019Myths about Data Science Debunked!
Becoming a data scientist is complex. Not only do you need to learn mathematics, statistics, and programming, but you also have to constantly battle the myths you hear around you…
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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 2019Publications on Machine Learning and NLP Written in 2018
In this article, you will find a number of statistical graphs regarding what has been published in this field, in which journals, how much each author has published, and so on.
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Archive 2019Test Your Knowledge of NLP (Natural Language Processing)
I found the quiz quite challenging. I didn't know all the answers :) Some questions were trivial, while others seemed a bit speculative. It's interesting that everyone considers something different to be important. In any case, a challenge for all NLP wizards!
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Archive 2019A Brief Guide to NLP Has Been Released
Natural language processing with code for the 10 most common tasks. And it’s all free! I think it’s a nice introduction. Perhaps it isn’t...
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Archive 2018The Dutch Have Invented a Laser Cannon Against Birds, Controlled by Artificial Intelligence
The Dutch startup – Bird Control Group has created a bird deterrent that operates on the same principle as a larger laser pointer. The purpose of this invention is to protect…
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Archive 2018And here it is! Toxic II. = an advanced insult detector that combines the power of Deep Learning and expert systems is ready.
The Czech language is incredibly flexible and diverse. Despite the fact that Toxic II has learned from over a hundred thousand sentences and knows nearly ten thousand...
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Archive 2018This Week, Google Unveiled Its Latest Technological Toy – Bidirectional Encoder Representations Transformers, or BERT
How does BERT differ from traditional NLP models like word2vec and GloVe? Word2vec and other models generate context-free word embeddings. Each word...
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Archive 2018I am pleased to announce that we have improved our insult detector!
It is still the first generation of the detector, which operates on the principles of deep neural networks, LTSM, embedding, and word2vec. Now with two enhanced datasets – one for Czech and another for English...
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Archive 2018Artificial Intelligence Has Learned to Tell Jokes. However, They Are Truly Awful Groaners!
Janelle Shane is reportedly one of the world's leading experts on artificial intelligence. She is currently trying to teach machines to joke. How is she doing…
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Archive 2018An Interesting Interview with the Czech AI Legend – Tomáš Mikolov
For a quick introduction: Tomáš not only has 5 years of experience in Silicon Valley from Facebook, but also from Google. He has enriched NLP development with amazing...
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Archive 2018Have you ever thought of comparing a career in AI to an RPG game like Dungeons & Dragons or DaD?
If you want to play properly, you need to choose a specialization – a class. In artificial intelligence, you have these options: Thief – time series, predictions (especially…
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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 2018I'm Trying to Teach a Computer to Translate from English to Czech
I found a sample of about 7000 sentences that are in both languages. I’ll tell it to go through them 100 times and try to understand the words. I’ll make it easier...
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Archive 2018Course at the National Research University Higher School of Economics This Time on NLP
With considerable effort, I completed another course at the National Research University Higher School of Economics, this time on NLP (natural language processing). In the 'Russian'…
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Archive 2018Parallel Polis – NLP
This Saturday, 26th May 2018 at 15:00 in Parallel Polis, you can hear interesting insights about NLP!
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Archive 2018Natural Language Processing
You can look forward to my first lecture for AI, dedicated to natural language processing. The background of Inventi – one of the fastest-growing IT companies in Central…
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Archive 2018Do You Want to Exercise Your Brain Cells in the Field of NLP?
Do you want to exercise your brain cells in the field of NLP – natural language processing? I have an advanced task for you that I just received and solved at the 'Russian School'.
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