TensorFlow • AI Weblog

What’s TensorFlow?

TensorFlow is an open-source software program library for information evaluation and machine studying. It’s utilized by Google to energy lots of its merchandise, together with search, Gmail, and Images. TensorFlow can be utilized to construct customized neural networks for duties comparable to picture recognition or pure language processing.

It was initially developed in 2015 by researchers and engineers engaged on the Google Mind group. TensorFlow allows builders to construct advanced machine studying fashions to enhance the efficiency of their functions and has shortly develop into probably the most widespread instruments for deep studying.

Why TensorFlow?

TensorFlow is a robust device for deep studying and machine studying functions. It offers a strong API and ecosystem that makes it simple to develop subtle fashions. Moreover, TensorFlow is environment friendly sufficient to run on cellular units, making it a good selection for deployment on edge units.

TensorFlow has been adopted by main expertise firms comparable to Google, Fb, and Microsoft, and is extensively utilized in analysis and schooling.

TensorFlow is especially well-suited for large-scale machine studying tasks and has been used to coach AI fashions for duties like picture recognition and pure language processing.

See additionally: TensorFlow core ideas; Tensors; Constructing a mannequin; Coaching the mannequin; Evaluating the mannequin’s effectiveness; Utilizing the educated mannequin to make predictions