ڔ free ADVANCED DATA SCIENCE NEURAL NETWORK, TENSORFLOW ,KERA PART 1: Advanced Machine Learning, Data Science, AI, Neural Network, Tensorflow, KERA (English Edition) online 䮌 Kindle Ebook By GICGAC ACADEMY ᔀ ڔ free ADVANCED DATA SCIENCE NEURAL NETWORK, TENSORFLOW ,KERA PART 1: Advanced Machine Learning, Data Science, AI, Neural Network, Tensorflow, KERA (English Edition) online 䮌 Kindle Ebook By GICGAC ACADEMY ᔀ The book will provide advanced Machine Learning, Data Science, AI, Neural Network.Details describe with python code1.What is Neural Network 32.What are the various types of Neural network43.What is MLP neural network 54.MLP Model with KERAS105.What is Recurrent Neural network166.When to Use Multilayer Perceptrons 187.When to Use Convolutional Neural Networks 198.When to Use Recurrent Neural Networks 209.What is Backpropagation in Neural Network Why it is so important 2110.Epochs3011.Batch Size3112.Learning Rate3213.What are the parameters that define a convolutional layer3414.Activation function in Neural Network3515.Binary Step Function An Activation Function3616.Linear Function An Activation Function3817.Sigmoid An Activation Function3918.Tanh An Activation Function4119.ReLU An Activation Function4320.Leaky ReLU4521.Softmax An Activation Function4722.What is the function of optimization in neural networks 4823.What are the types of Optimization Algorithm 4824.What is Gradient descent5025.What are Gradient descent variants5126.SGD Optimizer5427.RMSprop Optimizer5628.AdaGrad Optimizer5829.Adadelta optimizer6130.Adam Optimizer6231.Adamax Optimizer6432.Nadam Optimizer6533.What is Model Parameter 6534.What is Hyperparameter 6635.What is Dropout6636.Using Dropout on Hidden Layers6737.Using Dropout on the Visible Layer6738.Dropout Regularization in Keras6839.Input Dropout to LSTM6940.Recuurent Dropout on LSTM7241.What is Tensorflow 7442.How to install TensorFlow Linux and Mac OS 7443.How to install TensorFlow WINDOWS 7444.What is Tensor 7445.How Numpy is different from Tensorflow 7546.How the evaluation on Tensorflow 7547.Write a code in tensorflow for a multiplication with constant value.7648.What is session in tensorflow 7749.How to declare Tensorflow variable7750.How to pass the value to variable 7851.Example how sess.run fetch multiple function values7952.How tensorflow work with numpy values 8053.What is Placeholders and Feed Dictionaries 8154.What is variable_scope and get_variable of tensorflow 8155.Example Tensorflow Linear Regression8256.Example Tensorflow Logistic Regression mnist data set8757.CNN With Tensorflow9058.Basic example with Session with Tensorflow9459.Tensorflow example with Placeholder value9660.Basic example of Tensorflow with variable9861.How the various activation function perform in tensorflow9962.Basic Linear regression with Tensorflow10163.Classification problem with tensorflow10464.Optimizer performance in tensorflow10765.Classifier with Tensorflow11066.Dropout Loss in Tensorflow11467.What is Keras 11768.Who makes Keras Contributors and backers11869.What are the Keras user experience 11870.Sequential Model in KERAS11871.Logistic Regression in KERAS12572.MLP Model with KERAS13373.Dropout in KERAS13974.CNN Layer in KERAS14475.LSTM in KERAS150 Advanced Science Letters American Scientific Publishers ADVANCED SCIENCE LETTERS is a multidisciplinary peer reviewed journal with very wide ranging coverage, consolidates fundamental and applied research activities by publishing proceedings from international scientific, technical medical conferences in all areas of Physical Sciences, Engineering, Biological Sciences Health Medicine, Computer Information R for Everyone Advanced Analytics Graphics nd Jared P Lander the Chief Data Scientist Analytics, New York based data science firm that specializes statistical consulting training services organizer Open Statistical Programming Meetup world s largest R meetup Conference an adjunct professor statistics at Columbia University data glossary 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