dangeranger + python   16

Practical Deep Learning For Coders—18 hours of lessons for free
Welcome to fast.ai's 7 week course, Practical Deep Learning For Coders, Part 1, taught by Jeremy Howard (Kaggle's #1 competitor 2 years running, and founder of Enlitic). Learn how to build state of the art models without needing graduate-level math—but also without dumbing anything down. Oh and one other thing... it's totally free!
course  data  learning  machine-learning  AI  Python 
march 2017 by dangeranger
Keras Documentation
Keras is a minimalist, highly modular neural networks library, written in Python and capable of running on top of either TensorFlow or Theano. It was developed with a focus on enabling fast experimentation. Being able to go from idea to result with the least possible delay is key to doing good research.
data  machine-learning  python  Opensource  tensorflow 
september 2016 by dangeranger
Composing Programs
Welcome to Composing Programs, a free online introduction to programming and computer science.

In the tradition of SICP, this text focuses on methods for abstraction, programming paradigms, and techniques for managing the complexity of large programs. These concepts are illustrated primarily using the Python 3 programming language.

In addition to reading the chapters below, you can apply your knowledge to the programming projects that accompany the text and visualize program execution using the Online Python Tutor.

Very nice updated SICP from a good teacher at Berkeley
programming  sicp  python  book  course  berkeley 
march 2016 by dangeranger
Composing Programs
Welcome to Composing Programs, a free online introduction to programming and computer science.

In the tradition of SICP, this text focuses on methods for abstraction, programming paradigms, and techniques for managing the complexity of large programs. These concepts are illustrated primarily using the Python 3 programming language.

In addition to reading the chapters below, you can apply your knowledge to the programming projects that accompany the text and visualize program execution using the Online Python Tutor.

Instructors: If you are interested in adapting any of these materials for your courses, please fill out this short survey so that we can support your efforts.
ebook  free  programming  onlinestudy  Python 
february 2016 by dangeranger
PythonBooks - Learn Python the easy way !
Large collection of books freely available which cover python in various applications, from web programming to machine vision.
Python  github  books  education  ebook  ebooks  free  programming 
may 2015 by dangeranger

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