hemansnation/Machine-Learning-MLOps-GenerativeAI-NLP-CV-MLSystem-Design
MLOps - Deploy models at scale, Generative AI - Build applications with LLMs, NLP - Understand Transformers & Text Generation Models, Computer Vision - Build GANs projects like Deepfakes, ML System Design, hands-on project building and code algorithms from scratch.
This project is for machine learning engineers, data scientists, and MLOps practitioners who want to build, deploy, and manage machine learning models effectively. It provides guidance and hands-on examples for deploying models at scale, building applications with large language models, and understanding advanced NLP and Computer Vision techniques. You'll gain practical knowledge to take models from development to production environments.
No commits in the last 6 months.
Use this if you are a machine learning professional looking to deepen your practical skills in MLOps, Generative AI, NLP, and Computer Vision for real-world applications.
Not ideal if you are looking for an introduction to the absolute basics of machine learning or pre-built, plug-and-play solutions without understanding the underlying mechanics.
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Jupyter Notebook
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Last pushed
Jan 01, 2024
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