Section 01: Introduction | |||
Introduction | 00:14:00 | ||
Section 02: Setup and Installations | |||
Python Installation | 00:03:00 | ||
Installing Bokeh | 00:04:00 | ||
Section 03: Data Preparation | |||
Data Preparation | 00:24:00 | ||
Section 04: Data Visualization | |||
Creating a Bar Chart | 00:18:00 | ||
Creating a Line Chart | 00:12:00 | ||
Creating a Doughnut Chart | 00:22:00 | ||
Creating a Magnitude Plot | 00:31:00 | ||
Creating a Geo Map Plot | 00:20:00 | ||
Section 05: Machine Learning | |||
Data Pre-processing | 00:21:00 | ||
Building a Predictive Model | 00:21:00 | ||
Building a Prediction Dataset | 00:07:00 | ||
Section 06: Building the Dashboard | |||
Adding predicted data to our plots – Part 1 | 00:13:00 | ||
Adding predicted data to our plots – Part 2 | 00:14:00 | ||
Adding predicted data to our plots – Part 3 | 00:15:00 | ||
Adding the Grid Plot | 00:08:00 | ||
Section 07: Creating the Dashboard Server | |||
Installing Visual Studio Code | 00:01:00 | ||
Creating the Project and Virtual Environment | 00:08:00 | ||
Building and Running the Server | 00:12:00 | ||
Section 08: Project Source Code | |||
Project Source Code | 00:00:00 |
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