TensorFlow is an open-source, powerful machine learning framework developed by Google. It is widely used for building and deploying various types of deep learning models. TensorFlow provides a comprehensive ecosystem of tools, libraries, and resources to simplify the process of developing and training neural networks.
At its core, TensorFlow revolves around the concept of tensors, which are multidimensional arrays used to represent data. Tensors flow through computational graphs, where mathematical operations are performed on them to transform and manipulate the data. This graph-based approach enables efficient execution on both CPUs and GPUs, allowing TensorFlow to handle large-scale computations effectively.