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- intro
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Building a Stock Prediction Dashboard with Taipy, Machine Learning, and Data Visualization
Automatically move to the next video in the Classroom when playback concludes
- 1 - intro
- 2 - environment setup and wireframe
- 3 - images and text
- 4 - vertical group of elements part block
- 5 - date range selector
- 6 - horizontal group of elements layout
- 7 - dropdown selector
- 8 - download dataset from Kaggle
- 9 - install cuDF Pandas via GPU [optional]
- 10 - fill GUI placeholders with dataset values
- 11 - on change function
- 12 - add icons for dropdown elements
- 13 - basic Taipy scenarios logic presentation
- 14 - configure input and output data nodes
- 15 - configure task
- 16 - configure scenario
- 17 - initialize scenario orchestrator
- 18 - define function for scenario task
- 19 - write inputs, submit scenario and read outputs
- 20 - display graph with plotly
- 21 - display multiple functions in one graph
- 22 - on init function
- 23 - split timeseries data into features and targets
- 24 - Linear Regression, KNN, RNN
