© Pramod Singh, Avinash Manure 2020Pramod Singh and Avinash ManureLearn TensorFlow 2.0https://doi.org/10.1007/978-1-4842-5558-2_6
6. TensorFlow Models in Production
Pramod Singh1 and Avinash Manure2
Bangalore, Karnataka, India
In this final chapter of the book, you will apply what you’ve learned in previous chapters and deploy the models built in TensorFlow 2.0 in a production environment. We believe that there are two principal aspects to using machine learning. The first is being able to build any sort of machine learning model and not integrate it with any application (standalone model). The other, more impactful aspect involves taking the trained machine learning model and embedding it with an application. The second approach ...