Predicting the Unpredictable: Can Deep Learning Beat Econometrics and ML in Stock Market Forecasts? скачать в хорошем качестве

Predicting the Unpredictable: Can Deep Learning Beat Econometrics and ML in Stock Market Forecasts?

Relevant playlists: Machine Learning Concepts, simply explained:    • Machine Learning Concepts (shorter videos)   Deep Learning Concepts, simply explained:    • Deep Learning Codes and Concepts (Simply E...   PyCaret:    • PyCaret (Automated machine learning Python...   Instructor: Pedram Jahangiry All of the slides and notebooks used in this series are available on my GitHub page, so you can follow along and experiment with the code on your own. https://github.com/PJalgotrader Lecture Outline: 0:00 Roadmap and recap! where to find the materials 5:13 Predicting stock returns using PyCaret (Econometrics and Machine learning) 20:53 Univariate timeseries forecasting 25:50 timeseries batch generator (TensorFlow) 35:16 Baseline model (Naive forecaster) 37:48 Simple RNN 43:05 LSTM 44:30 Stacked RNN and Bidirectional RNN 48:21 Comparing all the models