Vitaly BezgachevinTowards Data ScienceFrom Keras model to Angular applicationIntroductionJul 9, 20186Jul 9, 20186
Vitaly BezgachevinTowards Data ScienceTensorFlow Serving client. Make it slimmer and faster!TensorFlow Serving provides a neat way to deploy and serve the models in the production. I have described the deployment process previously…Mar 6, 20188Mar 6, 20188
Vitaly BezgachevinTowards Data ScienceOverview of Udacity Artificial Intelligence Engineer Nanodegree, Term 2After finishing a first term of the Artificial Intelligence Nanodegree I enrolled into the second term with a clear expectation to learn…Feb 15, 20181Feb 15, 20181
Vitaly BezgachevinTowards Data ScienceServing TensorFlow Models. ServerlessPreviously I wrote, how to serve models with TensorFlow Serving or wrap it up with Flask for provisioning of a REST API. It is also…Nov 26, 20175Nov 26, 20175
Vitaly BezgachevinTowards Data ScienceOverview of Udacity Artificial Intelligence Engineer Nanodegree, Term 1After finishing Udacity Deep Learning Foundation I felt that I got a good introduction to Deep Learning, but to understand things, I must…Nov 16, 20174Nov 16, 20174
Vitaly BezgachevinBecoming Human: Artificial Intelligence MagazineCreating REST API for TensorFlow modelsIntroductionNov 12, 20175Nov 12, 20175
Vitaly BezgachevinCoinmonksHyperledger Fabric in practice. Main components and running them locallyMotivationJul 22, 20177Jul 22, 20177
Vitaly BezgachevinTowards Data ScienceHow to deploy Machine Learning models with TensorFlow. Part 3— into the Cloud!In Part 1 and Part 2 we created a GAN model to predict the Street View House Numbers and hosted it with TensorFlow Serving locally in a…Jul 1, 20178Jul 1, 20178
Vitaly BezgachevinTowards Data ScienceHow to deploy Machine Learning models with TensorFlow. Part 2— containerize it!As described in Part 1, I wanted to deploy my Deep Learning model into production. I’ve shown how to prepare the model for TensorFlow…Jun 26, 201735Jun 26, 201735
Vitaly BezgachevinTowards Data ScienceHow to deploy Machine Learning models with TensorFlow. Part 1 — make your model ready for serving.After finishing the Deep Learning Foundation course at Udacity I had a big question — how did I deploy the trained model and make…Jun 24, 201716Jun 24, 201716