Forecasting with deep learning . The revolution that didn't happen

Speaker: Michał Kustosz
Senior Machine Learning Engineer

deepsense.ai helps companies gain competitive advantage by providing customized AI-powered end-to-end solutions, with the main focus on AI software, team augmentation and AI advisory.
Our commitment and know-how have been appreciated by global clients including Nielsen, L’Oréal, Intel, Nvidia, United Nations, BNP Paribas, Santander, Hitachi and Brainly.
Our technology capabilities combine computer vision, predictive analytics and natural language processing.

00:00 Introduction & AI Breakthroughs Overview
02:18 The Forecasting Conundrum: A Missing Revolution
04:00 Understanding Time Series Forecasting
06:00 What Makes a Time Series Forecastable?
10:00 Classical & Machine Learning Forecasting Methods
16:32 Deep Learning Forecasting Methods
22:30 Challenges, Comparisons & Real-Life Considerations
29:11 Conclusion & Q&A

#deeptalks #artificialintelligence #deeplearning

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