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RequirementsInstall Python, Numpy, Scipy, Matplotlib, Scikit Lea, Theano, and TensorFlowLea about backpropagation from Deep Leaing in Python part 1Lea about Theano and TensorFlow implementations of Neural Networks from Deep Leaing part 2DescriptionThis is the 3rd part in my Data Science and Machine Leaing series on Deep Leaing in Python. At this point, you already know a lot about neural networks and deep leaing, including not just the basics like backpropagation, but how to improve it using mode techniques like momentum and adaptive leaing rates. You’ve already written dee,دانلود,فیلم,آموزش,یادگیری,عمیق,شبکه,های,عصبی ...ادامه مطلب

RequirementsInstall Numpy, Matplotlib, Sci-Kit Lea, Theano, and TensorFlow (should be extremely easy by now)Understand backpropagation and gradient descent, be able to do it on your own.Code a recurrent neural network in TheanoCode a feedforward neural network in TheanoDescriptionIn this course we are going to look at advanced NLP. Previously, you leaed about some of the basics, like how many NLP problems are just regular machine leaing and data science problems in disguise, and simple, practical methods like bag-of-words and term-document matrices. These allowed us to do some pretty coo,دانلود,فیلم,آموزش,پردازش,زبان,طبیعی,یادگیری,عمیق ...ادامه مطلب