- 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.
- Learning outcome
- Get a deep understanding of the Machine Learning for Predictive Maps in Python and Leaflet just in hours not years
- Familiar yourself with the recent development and updates of the relevant industry
- Know how to use your theoretical and practical knowledge to adapt in any working environment
- Get help from our expert tutors anytime you need
- Access to course contents that are designed and prepared by industry professionals
- Study at your convenient time and from wherever you want
- Requirements
- No formal qualifications required, anyone from any academic background can take this course.
- Access to any internet-enabled smart device.
- Why should I take this course?
- Affordable premium-quality E-learning content, you can learn at your own pace.
- You will receive a completion certificate upon completing the course.
- Internationally recognized Accredited Qualification will boost up your resume.
- You will learn the researched and proven approach adopted by successful people to transform their careers.
- You will be able to incorporate various practical techniques successfully and understand your customers better.
Course Curriculum
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Introduction00:10:00
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Python Installation00:04:00
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Creating a Python Virtual Environment00:07:00
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Installing Django00:09:00
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Installing Visual Studio Code IDE00:06:00
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Installing PostgreSQL Database Server Part 100:03:00
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Installing PostgreSQL Database Server Part 200:09:00
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Adding the settings.py Code00:07:00
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Creating a Django Model00:10:00
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Adding the admin.py Code00:21:00
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Creating Template Files00:10:00
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Creating Django Views00:10:00
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Creating URL Patterns for the REST API00:09:00
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Adding the index.html code00:04:00
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Adding the layout.html code00:19:00
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Creating our First Map00:10:00
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Adding Markers00:16:00
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Installing Jupyter Notebook00:07:00
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Data Pre-processing00:31:00
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Model Selection00:20:00
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Model Evaluation and Building a Prediction Dataset00:11:00
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Creating a Django Model00:04:00
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Embedding the Machine Learning Pipeline in the Application00:42:00
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Creating a URL Endpoint for our Prediction Dataset00:06:00
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Creating Multiple Basemaps00:09:00
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Creating the Marker Layer Group00:10:00
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Creating the Point Layer Group00:12:00
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Creating the Predicted Point Layer Group00:07:00
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Creating the Predicted High Risk Point Layer Group00:12:00
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Creating the Legend00:09:00
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Creating the Prediction Score Legend00:15:00
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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
14-Day Money-Back Guarantee
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Duration:5 hours, 59 minutes
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Access:1 Year
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Units:33
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