Overview Grasp the science of Spatial Data Visualization and Machine Learning in Python and how it relates to launching a …
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Once the Spatial Data Visualization and Machine Learning in Python course is successfully completed, the learner can obtain the PDF certificate without any cost. The hardcopy version of the certificate is also available for only £9.99. However, anyone ordering the hardcopy certificate from outside the United Kingdom may need to pay an additional delivery charge.
An outstanding online course with clear explanations and practical examples. I could study at my own pace and still feel fully supported throughout. It’s truly boosted my confidence and career prospects
The course was well-structured, engaging, and easy to follow. The flexibility made it perfect alongside my full-time job. I’ve gained valuable, real-world skills that I can apply immediately.
Excellent learning experience from start to finish. The content was professional, up-to-date, and highly relevant. I would highly recommend it to anyone looking to upskill online.
| 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 | ||
| Creating a Grid Plot | 00:12:00 | ||
| 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 | |||
| Resources | 00:00:00 | ||
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Yes, learners receive a downloadable digital certificate upon successful completion, suitable for CPD records, CVs, and professional portfolios.
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