Develop essential data science & ai skills with expert instruction and practical examples.
Welcome to the Machine Learning for Predictive Maps in Python and Leaflet course. In this course we will be building a earthquake forecasting map application,by using a variety of independent tools and then integrate them to produce a full stack web gis application. We will be writing code in multiple programming languages, which gives us experiencewith different stacks of an application and different tools.
We will be covering various topics ranging from web gis, python programming, data analysis,machine learning and geo data visualization. All of our development will be done on windows 10. You will learn how to build a full stack web gis applicationYou will learn how to build predictive modelsYou will learn how to build a prediction engine that's embedded in the applicationYou will learn how to build and automate a machine learning pipelineYou will learn how to use multiple basesmaps and layersYou will learn programming in leaflet.
jsYou will learn how to create REST API endpoints and call them with Ajax and JQUERYYou will learn how to use the Django template engine to pass data from the back-end to the front-end of the applicationYou will learn how to integrate a PostgreSQL database with DjangoYou will also learn how to visualize data on a map.
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