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12 Students- Course Highlights
Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step training course. This Machine Learning for Predictive Maps in Python and Leaflet has been specially designed to help learners gain a good command of Machine Learning for Predictive Maps in Python and Leaflet, providing them with a solid foundation of knowledge to become a qualified professional.
Through this Machine Learning for Predictive Maps in Python and Leaflet, you will gain both practical and theoretical understanding of Machine Learning for Predictive Maps in Python and Leaflet that will increase your employability in this field, help you stand out from the competition and boost your earning potential in no time.
Not only that, but this training includes up-to-date knowledge and techniques that will ensure you have the most in-demand skills to rise to the top of the industry. This qualification is fully accredited, broken down into several manageable modules, ideal for aspiring professionals.
Course Curriculum
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Introduction
00:10:00
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Python Installation
00:04:00
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Creating a Python Virtual Environment
00:07:00
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Installing Django
00:09:00
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Installing Visual Studio Code IDE
00:06:00
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Installing PostgreSQL Database Server Part 1
00:03:00
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Installing PostgreSQL Database Server Part 2
00:09:00
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Adding the settings.py Code
00:07:00
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Creating a Django Model
00:10:00
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Adding the admin.py Code
00:21:00
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Creating Template Files
00:10:00
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Creating Django Views
00:10:00
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Creating URL Patterns for the REST API
00:09:00
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Adding the index.html code
00:04:00
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Adding the layout.html code
00:19:00
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Creating our First Map
00:10:00
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Adding Markers
00:16:00
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Installing Jupyter Notebook
00:07:00
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Data Pre-processing
00:31:00
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Model Selection
00:20:00
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Model Evaluation and Building a Prediction Dataset
00:11:00
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Creating a Django Model
00:04:00
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Embedding the Machine Learning Pipeline in the Application
00:42:00
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Creating a URL Endpoint for our Prediction Dataset
00:06:00
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Creating Multiple Basemaps
00:09:00
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Creating the Marker Layer Group
00:10:00
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Creating the Point Layer Group
00:12:00
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Creating the Predicted Point Layer Group
00:07:00
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Creating the Predicted High Risk Point Layer Group
00:12:00
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Creating the Legend
00:09:00
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Creating the Prediction Score Legend
00:15:00
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Resource – Machine Learning for Predictive Maps in Python and Leaflet
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Assignment – Machine Learning for Predictive Maps in Python and Leaflet
Offer Ends in
All
Courses for £49-
Duration:5 hours, 59 minutes
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Access:1 Year
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Units:33
