Build a Neural Network with Python Tutorial | Deep Learning with PyTorch

Publicado em: 23 Fevereiro 2020
no canal de: Venelin Valkov

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Complete tutorial: https://www.curiousily.com/posts/buil...
GitHub: https://github.com/curiousily/Getting...

Build a model that predicts whether or not is going to rain tomorrow using real-world weather data. Learn how to train, evaluate and make predictions with it

⭐️ Tutorial Contents ⭐️

(00:12) Download the weather data
(04:13) Data preprocessing
(17:45) Build a Neural Network with PyTorch
(32:05) Choose a loss function & optimizer
(40:25) Doing computations on the GPU (with CUDA)
(44:03) Training your Neural Network
(49:17) Saving & loading a model with PyTorch
(50:15) Evaluation (How good your model is?)
(54:41) Making predictions (Is it going to rain?)

📖 Read Hacker's Guide to Machine Learning with Python: http://bit.ly/Hackers-Guide-to-Machin...

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