Thursday, February 20, 2020

Handy TensorFlow.js API for Client-Side ML Development

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Let’s look into TensorFlow.js API for training data handling, training execution, and inference. TensorFlow.js is awesome because it brings...
Thursday, January 23, 2020

Time-Series Prediction Beyond Test Data

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I was working on the assignment to build a large scale time-series prediction solution. I end up using a combination of approaches in the s...
Tuesday, December 24, 2019

Publishing Keras Model API with TensorFlow Serving

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Building a ML model is a crucial task. Running ML model in production is not a less complex and important task. I had a post in the past ab...
Thursday, November 28, 2019

Multiple Node.js Applications on Oracle Always Free Cloud

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What if you want to host multiple Oracle JET applications? You can do it easily on Oracle Always Free Cloud. The solution is described in t...
Thursday, October 31, 2019

Getting Your Hands Dirty with TensorFlow 2.0 and Keras API

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Diving into technical details of the regression model creation with TensorFlow 2.0 and Keras API. In TensorFlow 2.0, Keras comes out of the...
Thursday, October 24, 2019

SEO for Single Page Oracle (SPA) JET Application

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This is a quick tip post related to Oracle JET. SEO (search engine optimization) is a must for a public website or public-facing app. Sea...
Saturday, October 19, 2019

Machine Learning with SQL

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Python (and soon JavaScript with TensorFlow.js) is a dominant language for Machine Learning. What about SQL? There is a way to build/run Ma...