3 Types of ML model deployments to learn about as an ML engineer Web-service
Batch prediction
Streaming
CODE
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Three ML Model Deployment Types for Engineers
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ML Models as Web Services: TensorFlow and PyTorch Serving
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1) Web-service In this ML models are served as web services by packaging them in a format that can be consumed by a web service framework, such as TensorFlow Serving or PyTorch Serving.
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Model Deployment in Production: MLOps Week 4 Overview
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Week 4 of MLOps Zoom camp ends with the exciting topic of model deployment Let's talk about how models are deployed in prod. under various scenarios
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ViT and MobileViT Computational Performance Benchmark for CVPR
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just the original ViT and MobileViT via timm. It was for a computational performance benchmark (preparing sth for CVPR)
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IBM’s Latest Technologies: Watson Code Assistant and Hybrid Cloud Mesh
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From IBM Watson Code Assistant to IBM Hybrid Cloud Mesh and IBM Event Automation, IBM’s, Ian Smalley, takes a deep dive into the new technology announced during #Think2023 and how it can benefit organizations. Watch now: https://
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Python AI ML Data Analysis MLOps Tutorials Daily
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That's a wrap! If you interested in: – Python – AI/ML – Data Analysis – MLOps – CV/NLP – LLMs Find me → @akshay_pachaar Everyday, I share tutorials on above topics! Check my tutorial on merging in Pandas!
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Falcon vs LLaMa: Evaluation methodology comparison issues
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Cool though at the moment the comparison with Falcon doesn’t make any sense since the numbers come from two different evaluation setups (EleutherAI harness for Falcon on the leaderboard and Francis setup for LLaMa in this thread).
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New short: generate music with AI and text (MusicGEN)
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New YouTube short! It is possible to generate music using #AI with just a text and it’s amazing!! Less than 48 hours ago, @MetaAI released a new paper with the code to make #MusicGEN work. I explain it to you.
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Handling Missing Data in Data Science and Machine Learning
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Infographic: How to handle missing data. #Python3 #python #BigData #Analytics #DataScience #AI #MachineLearning #IoT #PyTorch #RStats #TensorFlow #Java #JavaScript #ReactJS #CloudComputing #DataScientist #Programming #Coding #100DaysofCode
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Core Technologies and Tools Powering Data Science Today
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Infographic: The Heart of Data Science #Python3 #python #BigData #Analytics #DataScience #AI #MachineLearning #IoT #PyTorch #RStats #TensorFlow #Java #JavaScript #ReactJS #Tableau #DataScientist #Programming #Coding #100DaysofCode