Vitaly BezgachevinTowards Data ScienceFrom Keras model to Angular applicationIntroduction9 min read·Jul 9, 2018--6--6
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…3 min read·Mar 6, 2018--8--8
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…6 min read·Feb 15, 2018--1--1
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…11 min read·Nov 26, 2017--5--5
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…6 min read·Nov 16, 2017--4--4
Vitaly BezgachevinBecoming Human: Artificial Intelligence MagazineCreating REST API for TensorFlow modelsIntroduction8 min read·Nov 12, 2017--5--5
Vitaly BezgachevinCoinmonksHyperledger Fabric in practice. Main components and running them locallyMotivation9 min read·Jul 22, 2017--7--7
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…9 min read·Jul 1, 2017--8--8
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…7 min read·Jun 26, 2017--35--35
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…6 min read·Jun 24, 2017--16--16
