Sepideh HosseinianTest-Driven Machine Learning for Fraud DetectionFraud detection is a challenging and important problem that affects many domains and industries, such as banking, e-commerce, insurance…Sep 8, 2023Sep 8, 2023
Sepideh HosseinianSolving Common Challenges in MLOps with Machine Learning Design PatternsMachine learning is an exciting and powerful technology that can solve many complex problems. However, designing machine learning systems…Aug 14, 2023Aug 14, 2023
Sepideh HosseinianMachine Learning CI/CD Pipeline: What, Why, and HowMachine learning (ML) is a powerful and exciting field that can help solve many complex problems. However, developing, testing, and…Aug 8, 2023Aug 8, 2023
Sepideh HosseinianHow to Serve PyTorch Models in Production with Torch ServePyTorch is a popular framework for developing deep learning models, but deploying and managing them in production can be challenging. You…Aug 5, 2023Aug 5, 2023
Sepideh HosseinianThe Do’s and Don’ts of Building a Technical Portfolio for MLOpsMLOps is the practice of automating and streamlining the end-to-end machine learning lifecycle, from data preparation to model deployment…Jul 29, 2023Jul 29, 2023
Sepideh HosseinianShowcase Your MLOps Skills with These Portfolio Tips and ExamplesMLOps is a buzzword that stands for Machine Learning Operations. It refers to a set of practices that aim to automate and streamline the…Jul 29, 2023Jul 29, 2023
Sepideh HosseinianAWS Step Functions 101: Learn How to Build and Deploy a Marco Polo GameAWS Step Functions is a service that lets you coordinate multiple AWS services into serverless workflows. You can use Step Functions to…Jul 13, 2023Jul 13, 2023
Sepideh HosseinianMLOps Made Easy: The Best Online Courses to Boost Your Skills in 2023MLOps, or Machine Learning Operations, is a discipline that focuses on the deployment, testing, monitoring, and automation of ML systems…Jul 11, 20231Jul 11, 20231
Sepideh HosseinianAsk Questions to Your Data in Natural Language with pandas AIPandas AI is a Python library that integrates generative artificial intelligence capabilities into pandas, making dataframes…Jun 28, 20231Jun 28, 20231
Sepideh Hosseinianhow to contribute to open-source projects related to MLOps ?Contributing to open-source projects is a great way to learn new skills, improve existing ones, collaborate with other developers, and…Jun 27, 2023Jun 27, 2023
