I have a passion for Python, Machine Learning and Azure. I love to share my knowledge and experiences through my writing. I strive to provide valuable insights and engage with my readers in a meaningful way. Thank you for visiting my blog and I hope you find something here that interests you. I believe in sharing knowledge and learning, building and practicing in public.
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Jun 1, 2023 · 8 min read · About this week Week 2 of the MLOps Zoomcamp 2023 focused on Experiment Tracking. The tool covered this week was MLflow. MLflow is like a swiss-knife for the machine learning lifecycle. It is an open-source platform that helps streamline the ML lifec...
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May 24, 2023 · 5 min read · You can also watch the video of the implementation: MLOps Zoomcamp 2023: Week 1 Homework Why I am doing this course? I have some experience with Machine Learning Operations (MLOps) because I have operationalized some projects in my day job. I have do...
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Apr 19, 2023 · 7 min read · Introduction Datadog and Grafana are both popular tools for monitoring and visualizing metrics in real-time, but they have some key differences. Datadog is a proprietary software platform that frequently releases a set of new features. Datadog has is...
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Mar 23, 2023 · 4 min read · Monitoring is a cross-disciplinary endeavor, meaning that different professionals may have different interpretations of what it entails. For data scientists, it may mean one thing, while for DevOps and business professionals, it may mean another. Tha...
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Mar 15, 2023 · 2 min read · In today's business world, ML algorithms are becoming increasingly integral to crucial decision-making processes. However, it's important to recognize that like any software, these algorithms are not without their flaws. ML models are subject to bugs...
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