Andrej Baranovskij Blog
Blog about Oracle, Full Stack, Machine Learning and Cloud
Tuesday, May 31, 2022
MLOps: Simple Kubernetes with Skipper
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Kubernetes can be very complex, this is why we created Skipper. Simple and flexible MLOps workflow engine, it helps to run ML (and not only)...
Sunday, May 22, 2022
File Upload with PyScript
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I explain how to implement file upload functionality with PyScript in the browser. File content is converted to Pandas and displayed in the ...
Monday, May 16, 2022
Data Annotation with SVG and JavaScript
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I explain how to build a simple data annotation tool with SVG and JavaScript in HTML page. The sample code renders two boxes in SVG on top o...
Monday, May 9, 2022
PyScript - Deep Dive for Developer
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PyScript was announced last week at PyCon US 2022. Good news for all Python developers, now we can run Python logic serverless in the browse...
Monday, May 2, 2022
PyScript - Python in the Browser
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Exciting times! On PyCon US 2022 it was announced about PyScript. With PyScript framework, we can run regular Python code directly in the br...
Tuesday, April 26, 2022
UI for ML - Django, React or Streamlit?
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UI is an important part for ML app to be successful. In this video I discuss multiple UI options I was looking into to build UI for our ML p...
Monday, April 18, 2022
Mindee docTR - Probably the Best Open-Source OCR
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Do you want to build ML pipeline to automate data extraction from business documents (receipts, invoices, forms)? Then your first step shoul...
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