Muhammet Nusret ÖzateşIntroduction to Security for Machine LearningIn recent years, you have seen the word AI everywhere. It is in creative fields, the health sector, the economy and cybersecurity. As AI…Jul 10Jul 10
Muhammet Nusret ÖzateşUnleashing the Future of AI-Powered QA Chatbots: Streamlit + Langchain Retrieval QA + ChatGPTIn a revolutionary breakthrough, the boundaries of AI-driven Question Answering (QA) Chatbots have been shattered. Imagine a QA Chatbot…Jul 27, 20231Jul 27, 20231
Muhammet Nusret ÖzateşinDev GeniusArticle Review: Searching for Build Debt Experiences Managing Technical Debt at GoogleIntroductionDec 25, 2022Dec 25, 2022
Muhammet Nusret ÖzateşinTowards DevUsing MLFlow with Keras TunerHello, everyone! Today I needed to use Keras Tuner for my task and I wanted to track the hyperparameters with MLFlow. But I couldn’t find…Dec 2, 2022Dec 2, 2022
Muhammet Nusret ÖzateşinDev GeniusInstall MLFlow on GCP for Your Team: The Simplest WayAs a machine learning engineer or a data scientist, you need to do experiments. Maybe you would try new models, new parameters, or new data…Oct 25, 2022Oct 25, 2022
Muhammet Nusret ÖzateşMy 2 years Machine Learning Career StoryAfter I get a lot of interest in the Turkish version of this story, I decided to write an English version of my career story. How do I…Oct 17, 2022Oct 17, 2022
Muhammet Nusret ÖzateşinDevOps.devTuning and Deploying Huggingface Transformers with Vertex AI — Part 3 Start Distributed Tuning and…IntroductionOct 15, 2022Oct 15, 2022
Muhammet Nusret ÖzateşinDevOps.devTuning and Deploying HF Transformers with Vertex AI — Part 2 Training CodeIntroductionOct 8, 2022Oct 8, 2022
Muhammet Nusret ÖzateşinDevOps.devTuning and Deploying HF Transformers with Vertex AI — Part 1 Preparing Prerequisites and DatasetI believe that Google’s documentation is very hard to understand especially when it comes to Vertex AI. It took me days to create a…Oct 7, 2022Oct 7, 2022
Muhammet Nusret ÖzateşHow to Handle Lack of Labels: A Brief IntroductionHand labeling is probably the best way to get high-quality labels, but it has some challenges.Sep 28, 2022Sep 28, 2022