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AIOps Network Traffic Analysis (NTA) – a business guide
/in Big data & Spark, Machine learning /by Konrad BudekNetwork Traffic Analysis (NTA) is a key component of modern cybersecurity in companies. With machine learning and artificial intelligence solutions, the sheer amounts of data to analyze is an asset to be used rather than, as was once the case, a challenge to overcome.
Five AI trends 2020 to keep an eye on
/in Deep learning, Machine learning, Reinforcement learning /by Konrad BudekWhile making predictions may be easy, delivering accurate ones is an altogether different story. That’s why in this column we won’t just be looking at the most important trends of 2020, but we’ll also look at how the ideas we highlighted last year have developed.
What is AIOps – AI for IT operations explained
/in Machine learning /by Andy ThuraiWhere there is a show, there must also be a backstage. The more sophisticated the show, the more powerful the backstage will have to be to support it. IT operations are effectively the backstage of all business.
Trends and fads in machine learning – topics on the rise and in decline in ICLR submissions
/in Machine learning /by Michał Kustosz and Błażej OsińskiICLR (The International Conference on Learning Representations) is one of the most important international machine learning conferences. It’s popularity is growing fast, putting it on a par with such conferences as ICML, NeurIPS or CVPR.
AI Monthly Digest #13 – an unexpected twist for the stock image market
/in Machine learning, AI Monthly Digest /by Konrad Budek and Arkadiusz NowaczynskiSeptember brought us two interesting AI-related stories, both with a surprising social context. Despite its enormous impact on our daily lives, Artificial Intelligence (AI) is often still regarded as too hermetic and obscure for ordinary people to understand.
A business guide to Natural Language Processing (NLP)
/in Data science, Deep learning /by Konrad Budek and Artur ZygadloWith chatbots powering up customer service on one hand and fake news farms on the other, Natural Language Processing (NLP) is getting attention as one of the most impactful branches of Artificial Intelligence (AI).
AI Monthly Digest #12 – the shadow of malicious use
/in Data science, AI Monthly Digest /by Konrad Budek and Arkadiusz NowaczynskiWith this edition of AI Monthly Digest, we have now for a full year been bringing readers carefully selected and curated news from the world of AI and Machine Learning (ML) that deepsense.ai’s team considers important, inspiring and entertaining.
Logo detection and brand visibility analytics – example
/in Data science, Deep learning, Machine learning, Neptune /by Michal Romaniuk and Konrad BudekMonitoring brand visibility is an important business problem. We describe our solution for logo detection and visibility analytics with deep learning.
AI Monthly Digest #11 – From OpenAI partnering with Microsoft to battle.net Blade Runners
/in Data science, AI Monthly Digest /by Konrad Budek and Arkadiusz NowaczynskiAI models are skilled in Chess, Go, StarCraft and, since July, six-player Texas Hold’em Poker. But the hunt for inhuman players has begun.
5 examples of the versatility of computer vision algorithms and applications
/in Machine learning /by Konrad BudekComputer vision enables machines to perform once-unimaginable tasks like diagnosing diabetic retinopathy as accurately as a trained physician or supporting engineers by automating their daily work.