Machine Learning for Precipitation Nowcasting


Start Learning Now!

Are you curious to know how you can forecast the weather using machine learning? Then come to our free workshop! We will show you how you can use radar images to predict precipitation. We will be using a model built on top of a fully convolutional network called UNet. More precisely, we will be using a modified version of UNet that is specialized in predicting precipitation.

Data SciencePythonML

Familiarity with Machine Learning

Under 30 minutes!


Upcoming Data Science Bootcamp

Gain the skills you need to make sense of the wealth of data available in our world. Manipulate data using Python and SQL; code your ML algorithms on vision, natural language tasks, and much more!

Check it out!

What will you learn?


How to use Fully Convolutional Networks - U-Net architecture to build our own nowcasting model.
How to construct 3 primitive building blocks for precipitation prediction. These 'building blocks' will be used to create the whole architecture.
How to use a Rain-Net to make predictions and visualize them.

Previous Workshops

Introduction to Convolutional Neural Networks (CNNs)

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Deploy your Machine Learning model with Python

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Machine Learning for Precipitation Nowcasting

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Javascript for Beginners

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Beginner Kaggle Machine Learning Competition

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SQL Injection for Beginners

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Introduction to Prototyping with Figma

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Start your journey

Interactive one-on-one learning on your own schedule

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Virtual

Our remote data science course includes all the elements of a traditional in-person program. We think of our remote learning option as a virtual campus. With online collaboration tools and optional social events, you’ll get to know your classmates and truly learn together.


Interested in learning Data Science? Start your journey now!

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