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Podcast: Machine Learning Guide
Episode:

24. Tech Stack

Category: Technology
Duration: 01:01:17
Publish Date: 2017-10-06 20:40:58
Description:

TensorFlow, Pandas, Numpy, Scikit-Learn, Keras, TensorForce.

## Resources - Hands-On Machine Learning with Scikit-Learn and TensorFlow (http://amzn.to/2tVdIXN) `book:medium` - The usual DL resources (pick one): ** Deep Learning Book (http://amzn.to/2tXgCiT) (Free HTML version (http://www.deeplearningbook.org/)) `book:hard` comprehensive DL bible; highly mathematical ** Fast.ai (http://course.fast.ai/) `course:medium` practical DL for coders ** Neural Networks and Deep Learning (http://neuralnetworksanddeeplearning.com/) `book:medium` shorter online "book"

## Episode

- Looking for work (https://www.linkedin.com/in/lefnire/) - Autodiff frameworks ** TensorFlow ** PyTorch (Theano dead!) ** GPU: Nvidia + Ubuntu ** AWS v GCP v Azure (see AWS spot instances) - Pandas, Numpy, ScikitLearn, TensorFlow - Celery (RabbitMQ) - Higher ** Keras ** TensorForce

Total Play: 1

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