Andrej BaranovskijinTowards Data ScienceMLOps with Kubernetes, RabbitMQ and FastAPISkipper is a simple and flexible open-source ML workflow engine. It helps to run and scale ML services in production.·6 min read·Oct 21, 2021----
Andrej BaranovskijinTowards Data ScienceML Pipeline End-to-End SolutionML implementations tend to get complicated quickly. This article will explain how ML system can be split into different services. Services…·6 min read·Jun 15, 2021----
Andrej BaranovskijinTowards Data ScienceTensorFlow.js Blueprint AppAn end-to-end example of TensorFlow.js code flow for the data classification task. This app is built with React, but the same code can be…·6 min read·Mar 19, 2021----
Andrej BaranovskijinTowards Data ScienceMulti-Output Model with TensorFlow Keras Functional APIKeras functional API provides an option to define Neural Network layers in a very flexible way. Developers have an option to create…·5 min read·Dec 16, 2020--1--1
Andrej BaranovskijinKatana MLPrice, Date and IBAN data extraction with PythonIn this post I show handy Python libraries to extract and process such information as price, date and IBAN. It is hard to process this…·2 min read·Dec 10, 2020----
Andrej BaranovskijinTowards Data ScienceFine-Tuning Hugging Face Model with Custom DatasetEnd-to-end example to explain how to fine-tune the Hugging Face model with a custom dataset using TensorFlow and Keras. I show how to…·4 min read·Sep 12, 2020--2--2
Andrej BaranovskijinTowards Data ScienceZero-Shot Text Classification with Hugging FaceThis post is about detecting text sentiment in an unsupervised way, using Hugging Face zero-shot text classification model.·4 min read·Aug 20, 2020--2--2
Andrej BaranovskijinTowards Data ScienceMy Journey to TensorFlow Certified DeveloperThis post is about how I passed TensorFlow Developer Certificate exam. Also, it is about my journey to Machine Learning and my views about…·6 min read·Jul 20, 2020----
Andrej BaranovskijinTowards Data ScienceUnsupervised Machine Learning Example in KerasAnomaly detection with autoencoders for fraudulent health insurance claims.·5 min read·May 28, 2020--1--1
Andrej BaranovskijinTowards Data ScienceSimple Machine Learning PipelineBringing together all essential parts to build a simple, but powerful Machine Learning pipeline. This will cover Keras/TensorFlow model…·7 min read·May 1, 2020--1--1