Programming with TensorFlow

Introduction.- Installation Guide to Tensorflow.- Hello Tensorflow Program.- Representation of Vector.- Session with Tensorflow .- Matrix elementary operation.- Variable and constant.- Simple mathematical operation.- Matrix.- Variable Concept & Implementation.- Placeholder Concept & Implementation.- Equation with Tensor.- Matplot .- Regression Model .- Neural Network.- Convolutional Neural Network .- Recurrent Neural Network.- Application of Machine Learning & Deep Learning.- Implementing Chatbots.- Working with Text and Sequences + TensorBoard visualization.- TensorFlow Autoencoders.- Advanced TensorFlow Programming.- Reinforcement Learning.- RNN & LSTM using Keras.- Deep Learning with Pytorch.- Conclusion.

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• Programação e linguagens de script: geral
• Aprendizagem mecânica
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TensorFlow;TensorFlow and Deep Learning;TensorFlow and Neural Networks;TensorFlow and Matrix;Convolutional Neural Networks;Recurrent Neural Networks;TensorFlow and Chatbot;TensorFlow and LSTM;TensorFlow and GNN;Tensor flow IoT applications