Deep Learning in Python Modern Advance Tutorials For Free

Welcome ! in this deep learning in python modern advance tutorials for free download, If you want to deep learning so! the free course for you download and watch video learn high level knowledge.

Deep Learning in Python Modern Advance Tutorials For Free

Deep Learning in Python Modern Advance Tutorials For Free

What you will learn in the course:

  • Apply momentum to back-propagation to train neural networks
  • Understand the basic building blocks of Theano Build network
  • Understand the basic building blocks of TensorFlow Build network
  • Build a neural network that performs well on the MNIST data-set
  • Understand and implement batch normalization in Theano and Tensorflow

Requirements for the course:

  • Be comfortable with Python, Numpy, and Matplotlib.
  • Install Theano and TensorFlow.
  • PC/MAC

KNOWLEDGE YOU ARE ASSUMED TO HAVE:

  1. calculus
  2. linear algebra
  3. probability
  4. Python coding: if-else, loops, lists, dicts, sets
  5. Numpy coding: matrix and vector operations, loading a CSV file
  6. neural networks and back-propagation

Who is the audience for the course:

  • Students and professionals who want to deepen their machine learning knowledge
  • Data scientists who want to learn more about deep learning
  • Data scientists who already know about back-propagation and gradient descent and want to improve it with stochastic batch training, momentum, and adaptive learning rate procedures like RMSprop
  • Those who do not yet know about back-propagation or softmax should take my earlier course, deep learning in Python, first

Course content short overview:

  1. Outline the MNIST data-set and Linear Logistic Regression Benchmark
  2. Gradient Descent Full vs Batch vs Stochastic
  3. Momentum and adaptive learning rates
  4. Choosing Hyper-parameters
  5. Theano
  6. TensorFlow
  7. GPU Speedup, Homework, and Other Misc Topics
  8. Project Facial Expression Recognition
  9. Modern Regularization Techniques
  10. Appendix

deep learning in python modern advance tutorials for free download by clicking below, If you have a any question so! please comment now!

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