Presentation of the advanced ensemble techniques for time series forecasting. The latest state of the art forecasting methods are ensembled using innovative techniques, to improve accuracy and robustness of predictions. During the session we will make an introduction to the forecaster’s ensemble approach and after that we will present a live demo based on real examples. The Temporal Fusion...
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...
Presentation of the first complete AI investment platform. It is based on most innovative AI methods: most advanced neural networks (ResNet/DenseNet, LSTM, GAN autoencoders) and reinforcement learning for risk control and position sizing using Alpha Zero approach. It shows how the complex AI system which covers both supervised and reinforcement learning could be successfully used to investment...
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