Published inTDS ArchiveMLOps 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.Oct 21, 2021Oct 21, 2021
Published inTDS ArchiveML 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…Jun 15, 2021Jun 15, 2021
Published inTDS ArchiveTensorFlow.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…Mar 19, 2021Mar 19, 2021
Published inTDS ArchiveMulti-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…Dec 16, 2020A response icon1Dec 16, 2020A response icon1
Published inKatana 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…Dec 10, 2020Dec 10, 2020
Published inTDS ArchiveFine-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…Sep 12, 2020A response icon2Sep 12, 2020A response icon2
Published inTDS ArchiveZero-Shot Text Classification with Hugging FaceThis post is about detecting text sentiment in an unsupervised way, using Hugging Face zero-shot text classification model.Aug 20, 2020A response icon2Aug 20, 2020A response icon2
Published inTDS ArchiveMy 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…Jul 20, 2020Jul 20, 2020
Published inTDS ArchiveUnsupervised Machine Learning Example in KerasAnomaly detection with autoencoders for fraudulent health insurance claims.May 28, 2020A response icon1May 28, 2020A response icon1
Published inTDS ArchiveSimple Machine Learning PipelineBringing together all essential parts to build a simple, but powerful Machine Learning pipeline. This will cover Keras/TensorFlow model…May 1, 2020A response icon1May 1, 2020A response icon1
