Complex AI Forecasting Methods for Investments | Pawel Skrzypek & Anna Warno | Conf42 Python 2021
Pawel Skrzypek & Anna Warno 7bulls.com 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 portfolio optimization in real time. The architecture of the platform and used algorithms will be presented together with the workflow of machine learning. Also, the real demo of the platform will be shown. The M4 conference winning forecasting method will be presented, with the application to financial time series forecasting. β 0:00 Intro 0:25 Talk More Timestamps to come β π₯ Gold Sponsors: Behalf TerminusDB π₯ Silver Sponsors 20tab Aiven.io Double Data Confirm MetaSnake Microapis.io MousePaw Media Nuworks Interactive Labs Teamland Think Evolve Consulting π€ Media Partners AWS Inside Dev Manning Packt β Website ππͺ https://www.conf42.comβ Reach Out π§π mark@conf42.com Discord Server π§βπ€βπ§π¬ https://discord.gg/DnyHgrC7jC LinkedIn π¨βπΌπΌ https://www.linkedin.com/company/4911...β Twitter π΅π¦https://twitter.com/conf42comβ Conf42Cast π§ http://www.conf42.com/podcast