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Machine Learning for Predictive Maps in Python and Leaflet Course

Machine Learning for Predictive Maps in Python and Leaflet Course

  • 30 Day Money Back Guarantee
  • Completion Certificate
  • 24/7 Technical Support

Highlights

  • On-Demand course

  • 5 hours 59 minutes

  • All levels

Description

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?
  • After successfully completing the Machine Learning for Predictive Maps in Python and Leaflet Course, you will receive a FREE PDF Certificate as evidence of your newly acquired abilities.

  • Lifetime access to the whole collection of Machine Learning for Predictive Maps in Python and Leaflet learning materials.

  • Online test with immediate results

  • Enroling in the course has no additional cost.

  • You can study and complete the Machine Learning for Predictive Maps in Python and Leaflet course at your own pace.

  • Study for the Machine Learning for Predictive Maps in Python and Leaflet course using any internet-connected device, such as a computer, tablet, or mobile device.

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.

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

About The Provider

NextGen Learning
NextGen Learning
London, United Kingdom

NextGen Learning offers futuristic learning tailored for emerging leaders. Dedicated to empowering learners, this platform boasts a vast array of courses, crafted by industry...

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