24. Tech Stack

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

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