1. Deep Learning with TensorFlow Training at GoLogica Technologies Email id: info@gologica.cominfo@gologica.com corporate@gologica.com India : +91 - 82 9696 0414. USA : +1 (646) 586 - 2969. www.gologica.com

2. About Deep Learning with TensorFlow Deep learning is part of a broader family of machine learning methods based on learning data representations, as opposed to task-specific algorithms. Learning can be supervised, semi-supervised or unsupervised. Some representations are loosely based on interpretation of information processing and communication. Tensorflow is an open-source software library for dataflow programming across a range of tasks. It is a symbolic math library, and also used for machine learning applications such as neural networks.

3. Introduction to Deep Learning with TensorFlow Introduction to TensorFlow  Hello World with TensorFlow  Linear Regression  Nonlinear Regression  Logistic Regression  Activation Functions Convolutional Neural Networks (CNN)  CNN History  Understanding CNNs  CNN Application

4. Recurrent Neural Networks (RNN)  Intro to RNN Model  Long Short-Term memory (LSTM)  Recursive Neural Tensor Network Theory  Recurrent Neural Network Model Unsupervised Learning  Applications of Unsupervised Learning  Restricted Boltzmann Machine  Collaborative Filtering with RBM Autoencoders  Introduction to Autoencoders and Applications  Autoencoders  Deep Belief Network

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