ML time series forecasting methods | Pawel Skrzypek & Anna Warno | Conf42 Machine Learning 2021

Conference: Conf42 Machine Learning 2021

Year: 2021

Pawel Skrzypek CTO @ 7bulls.com & Anna Warno Data Scientist @ 7bulls.com The presentation prepared by AI Investments and 7bulls.com team. We are working on time series forecasting for over 4 years and want to make a review of the latest and most advanced time series forecasting methods like ES-Hybrid, N-Beats, Tsetlin machine, and more. We will provide also tips and tricks for forecasting difficult, noisy, and nonstationary time series, which can significantly improve the accuracy and performance of the methods. The complete time series forecasting methodology will be presented as well, along with the most efficient supporting tools. Also, a brief introduction to the ensembling of predictions will be done. — 0:00 Intro 0:20 Talk — 🥇 Gold Sponsor AWS 🥈 Silver Sponsors ChaosNative Microsoft Restream SeMI Technologies Stream Native TypingDNA 🤝 Media Partners Bpb Infosec Conferences [ Inside Dev ] Manning O'Reilly Packt — Website 🚀🪐 https://www.conf42.com​ Reach Out 📧📭 mark@conf42.com Discord Server 🧑‍🤝‍🧑💬 https://discord.com/invite/dT6ZsFJ5ZM​ LinkedIn 👨‍💼💼 https://www.linkedin.com/company/4911...​ Twitter 🎵🐦https://twitter.com/conf42com​ Conf42Cast 🎧 http://www.conf42.com/podcast