Sunday, March 28, 2021

My Machine Learning Experience

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I talk about my own Machine Learning experience and why I decided to convert to ML from enterprise software development with Oracle tools.  ...
Sunday, March 14, 2021

FastAPI and Oracle DB Client in Docker

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I describe how to dockerize Oracle DB Client with FastAPI and Uvicorn. The end result - you will be able to connect to Oracle Cloud DB and e...
Sunday, March 7, 2021

TensorFlow.js Blueprint App Step by Step

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I describe how to prepare data that comes from API into TensorFlow.js Dataset structure, how to shuffle, normalize, one-hot-encode, and batc...
Saturday, February 27, 2021

Rabbit MQ with Docker for Microservices

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Rabbit MQ message broker helps to implement event-driven architecture for microservices. Instead of tight coupling multiple services, we can...
Saturday, February 20, 2021

React and TensorFlow.js

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I explain how to create React app with Yarn and how to integrate TensorFlow.js into that app. A simple model is trained with TensorFlow.js t...
Saturday, February 13, 2021

ML Microservice Client with Python and gRPC

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In this video, I continue to talk about microservices for ML. I explain how to implement a direct call from the training service to fetch da...
Saturday, February 6, 2021

ML Microservice with Python and gRPC

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I explain how to implement microservice in Python for Machine Learning code. In this example, data processing is done with Pandas, Numpy, an...