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Advanced time series forecasting with PyCaret- Is stock price really predictable?
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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.
Lecture Outline:
0:00 is the stock price really predictable? short answer
3:35 where to find the materials
6:20 how to convert time series problem into a machine learning problem
13:00 opening the notebook in VScode (walking through the pycaret and sktime documentation)
18:40 preparing the data index (this step is important)
25:00 time series cross validation with PyCaret
43:15 Bootstrapping with PyCaret
52:30 making predictions
56:20 final words
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.
Lecture Outline:
0:00 is the stock price really predictable? short answer
3:35 where to find the materials
6:20 how to convert time series problem into a machine learning problem
13:00 opening the notebook in VScode (walking through the pycaret and sktime documentation)
18:40 preparing the data index (this step is important)
25:00 time series cross validation with PyCaret
43:15 Bootstrapping with PyCaret
52:30 making predictions
56:20 final words
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