Predicting the Weather with Artificial Neural Networks

3.8

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提供方
在此指导项目中,您将:
1 hour
中级
无需下载
分屏视频
英语(English)
仅限桌面

In this one hour long project-based course, you will tackle a real-world prediction problem using machine learning. The dataset we are going to use comes from the Australian government. They recorded daily weather observations from a number of Australian weather stations. We will use this data to train an artificial neural network to predict whether it will rain tomorrow. By the end of this project, you will have created a machine learning model using industry standard tools, including Python and sklearn. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

您要培养的技能

  • Artificial Neural Network

  • cyclical attributes

  • Pandas

  • Hyperparameter Optimization

  • sklearn

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在与您的工作区一起在分屏中播放的视频中,您的授课教师将指导您完成每个步骤:

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