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Course Curriculum

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 – Machine Learning for Predictive Maps in Python and Leaflet 00:00:00
Assignment
Assignment – Machine Learning for Predictive Maps in Python and Leaflet 00:00:00

Machine Learning for Predictive Maps in Python and Leaflet

4.9( 7 REVIEWS )
1 STUDENTS
Duration: 5.98 Hours
$34.75
Machine Learning for Predictive Maps in Python and Leaflet
  • 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 salespeople to transform their careers.
  • You will be able to incorporate various practical sales techniques successfully and understand your customers better.

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