TensorFlow is an open-source software library designed for dataflow programming and numerical computation, primarily for machine learning and deep neural networks, developed by Google Brain. It supports various tasks through its extensive functions and is compatible with multiple platforms including CPUs, GPUs, and mobile devices. Many prominent companies, such as Google and Uber, utilize TensorFlow for projects ranging from neural style transfer to text-to-speech applications.

1. TENSORFLOW
By Sahil
Narvekar

2. WHAT’S A TENSOR?
• An n-dimensional array
• 0-d tensor: scalar (number)
• 1-d tensor: vector
• 2-d tensor: matrix
• High dimensional generalizations of matrices.

4. WHAT IS TENSORFLOW?
• An open-source software library for
dataflow programming across a range of tasks.
• Numerical Computation using data flow graphs.
• Symbolic math library.

5. • Originally developed by Google Brain Team to conduct machine
learning and deep neural networks research.
• General enough to be applicable in a wide variety of other
domains as well .
• Provides an extensive suite of functions and classes that allow
users to build various models from scratch.

6. HISTORY
• Google Brain's second-generation system.
• Version 1.0.0 was released on February 11, 2017.
• can run on multiple CPUs and GPUs.
• Available on 64-bit Linux, macOS, Windows, and mobile
computing platforms including Android and iOS.

7. TF IS NOT THE ONLY DEEP LEARNING
LIBRARY

8. WHY TENSORFLOW?

9. WHY TENSORFLOW?
• Python API
• Portability
• Flexibility
• Visualization
• Checkpoints

10. COMPANIES USING TENSORFLOW
• Google
• ● OpenAI
• ● DeepMind
• ● Snapchat
• ● Uber
• ● Airbus
• ● eBay
• ● Dropbox
• ● A bunch of startups

11. SOME PROJECTS USING TENSORFLOW
• Neural Style Translation
• Generative Handwriting
• WaveNet: Text to Speech

12. HOW TENSORFLOW IS USED TODAY

13. SOURCES
• http://www.investopedia.com/articles/investing/110915/2-
problems-googles-open-source-tensorflow-plan.asp
• http://www.wired.com/2015/11/tensorflow-alone-will-not-
revolutionize-ai/
• http://www.tensorflow.org/
• http://www.wired.com/2015/11/google-open-sourcing-
tensorflow-shows-ais-future-is-data-not-code/