Tensorflow 2.0 – Deep Learning and Artificial Intelligence

Tensorflow 2.0: Deep Learning and Artificial Intelligence – Neural Networks for Computer Vision, Time Series Forecasting, NLP, GANs, Reinforcement Learning, and More!

What is Tensorflow?

TensorFlow is an open-source software library for machine learning and deep learning developed by Google Brain Team. It provides a flexible platform for building and deploying machine learning models, and is used for a wide range of applications, including image and speech recognition, natural language processing, and autonomous vehicles.

TensorFlow allows users to define, train, and run machine learning models on large amounts of data. It uses data flow graphs to represent computation, where nodes in the graph represent mathematical operations, and edges represent the data, or tensors, that flow between them. This structure makes it possible to run TensorFlow models on a variety of hardware, including CPUs, GPUs, and Tensor Processing Units (TPUs), making it scalable and efficient for large-scale machine learning tasks.

Deep Learning and Artificial Intelligence

Deep learning is a subfield of machine learning and artificial intelligence (AI) that is inspired by the structure and function of the brain, called artificial neural networks. It uses algorithms to model high-level abstractions in data, allowing it to learn from large amounts of data to make predictions or decisions with limited human intervention.

Artificial intelligence refers to the simulation of human intelligence in machines that are designed to think and act like humans. It encompasses a variety of techniques, including machine learning, deep learning, and computer vision, among others. The goal of AI is to create systems that can perform tasks that typically require human intelligence, such as recognizing speech or images, making decisions, and solving problems.

Welcome to Tensorflow 2.0

What an exciting time. It’s been nearly 4 years since Tensorflow was released, and the library has evolved to its official second version.

What’ll you learn: