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Data Science with 12 years of experience in Data Mining, Machine Learning, AI, and Deep Learning. As the strong movement in the area led by the advances in the recommendation systems proceeded with Deep Learning, the focus shifted from the advertising business to any business that can benefit from image and speech recognition, implemented by relatively new technologies: Convolutional and Recurrent Neural Networks. Starting in 2017, with the invention of Transformers neural networks architecture and their first successful AI model BERT, they became the technology with the fastest route from R&D to production on a large scale: Google search. As the first implementations focused on NLP, the latest research focused on computer vision, time series, and speech recognition.
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