Deep Learning with TensorFlow: Building Neural Networks
Dive into deep learning and build your first neural network using TensorFlow. Learn CNN, RNN, LSTM, transfer learning, model optimization, and deployment strategies for production AI applications.
TensorFlow is the leading framework for deep learning. Learn how to build and train neural networks from scratch.
What is TensorFlow?
TensorFlow is an open-source machine learning platform developed by Google. It provides comprehensive tools for building, training, and deploying deep learning models.
Neural Network Fundamentals
Neural networks are mathematical models inspired by the human brain. They work with layers, activation functions, and backpropagation.
CNN and RNN
Convolutional Neural Networks (CNN) are ideal for image processing, while Recurrent Neural Networks (RNN) excel at sequence data.
