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Overview
By enroling in Machine Learning for Predictive Maps in Python and Leaflet, you can kickstart your vibrant career and strengthen your profound knowledge. You can learn everything you need to know about the topic.
The Machine Learning for Predictive Maps in Python and Leaflet course includes all of the most recent information to keep you abreast of the employment market and prepare you for your future. The curriculum for this excellent Machine Learning for Predictive Maps in Python and Leaflet course includes modules at all skill levels, from beginner to expert. You will have the productivity necessary to succeed in your organisation once you have completed our Machine Learning for Predictive Maps in Python and Leaflet Program.
So enrol in our Machine Learning for Predictive Maps in Python and Leaflet course right away if you’re keen to envision yourself in a rewarding career.
Description
Enroling in this Machine Learning for Predictive Maps in Python and Leaflet course can improve your Machine Learning for Predictive Maps in Python and Leaflet perspective, regardless of your skill levels in the Machine Learning for Predictive Maps in Python and Leaflet topics you want to master. If you’re already a Machine Learning for Predictive Maps in Python and Leaflet expert, this peek under the hood will provide you with suggestions for accelerating your learning, including advanced Machine Learning for Predictive Maps in Python and Leaflet insights that will help you make the most of your time. This Machine Learning for Predictive Maps in Python and Leaflet course will act as a guide for you if you’ve ever wished to excel at Machine Learning for Predictive Maps in Python and Leaflet.
Why Choose Us?
- This course is accredited by the CPD Quality Standards.
- Lifetime access to the whole collection of the learning materials.
- Online test with immediate results.
- Enroling in the course has no additional cost.
- You can study and complete the course at your own pace.
- Study for the course using any internet-connected device, such as a computer, tablet, or mobile device.
Certificate of Achievement
Upon successful completion, you will qualify for the UK and internationally-recognised CPD certificate and you can choose to make your achievement formal by obtaining your PDF Certificate at a cost of £4.99 and Hardcopy Certificate for £9.99.
Who Is This Course For?
This Machine Learning for Predictive Maps in Python and Leaflet course is a great place to start if you’re looking to start a new career in Machine Learning for Predictive Maps in Python and Leaflet field. This training is for anyone interested in gaining in-demand Machine Learning for Predictive Maps in Python and Leaflet proficiency to help launch a career or their business aptitude.
Requirements
The Machine Learning for Predictive Maps in Python and Leaflet course requires no prior degree or experience. All you require is English proficiency, numeracy literacy and a gadget with stable internet connection. Learn and train for a prosperous career in the thriving and fast-growing industry of Machine Learning for Predictive Maps in Python and Leaflet, without any fuss.
Career Path
This Machine Learning for Predictive Maps in Python and Leaflet training will assist you develop your Machine Learning for Predictive Maps in Python and Leaflet ability, establish a personal brand, and present a portfolio of relevant talents. It will help you articulate a Machine Learning for Predictive Maps in Python and Leaflet professional story and personalise your path to a new career. Furthermore, developing this Machine Learning for Predictive Maps in Python and Leaflet skillset can lead to numerous opportunities for high-paying jobs in a variety of fields.
Order Your Certificate
To order CPD Quality Standard Certificate, we kindly invite you to visit the following link:
Course Curriculum
| Section 01: Introduction | |||
| Introduction | 00:10:00 | ||
| Section 02: Setup and Installations | |||
| Python Installation | 00:04:00 | ||
| Creating a Python Virtual Environment | 00:07:00 | ||
| Installing Django | 00:09:00 | ||
| Installing Visual Studio Code IDE | 00:06:00 | ||
| Installing PostgreSQL Database Server Part 1 | 00:03:00 | ||
| Installing PostgreSQL Database Server Part 2 | 00:09:00 | ||
| Section 03: Writing the Django Server-Side Code | |||
| Adding the settings.py Code | 00:07:00 | ||
| Creating a Django Model | 00:10:00 | ||
| Adding the admin.py Code | 00:21:00 | ||
| Section 04: Writing the Application Front-end Code | |||
| Creating Template Files | 00:10:00 | ||
| Creating Django Views | 00:10:00 | ||
| Creating URL Patterns for the REST API | 00:09:00 | ||
| Adding the index.html code | 00:04:00 | ||
| Adding the layout.html code | 00:19:00 | ||
| Creating our First Map | 00:10:00 | ||
| Adding Markers | 00:16:00 | ||
| Section 05: Machine Learning | |||
| Installing Jupyter Notebook | 00:07:00 | ||
| Data Pre-processing | 00:31:00 | ||
| Model Selection | 00:20:00 | ||
| Model Evaluation and Building a Prediction Dataset | 00:11:00 | ||
| Section 06: Automating the Machine Learning Pipeline | |||
| Creating a Django Model | 00:04:00 | ||
| Embedding the Machine Learning Pipeline in the Application | 00:42:00 | ||
| Creating a URL Endpoint for our Prediction Dataset | 00:06:00 | ||
| Section 07: Leaflet Programming | |||
| Creating Multiple Basemaps | 00:09:00 | ||
| Creating the Marker Layer Group | 00:10:00 | ||
| Creating the Point Layer Group | 00:12:00 | ||
| Creating the Predicted Point Layer Group | 00:07:00 | ||
| Creating the Predicted High Risk Point Layer Group | 00:12:00 | ||
| Creating the Legend | 00:09:00 | ||
| Creating the Prediction Score Legend | 00:15:00 | ||
| Section 08: Project Source Code | |||
| Resource | 00:00:00 | ||
| Order Your Certificate | |||
| Order Your Certificate | 00:00:00 | ||
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