🦀 Rust + 🤖 LLMs: 🚀 Supercharge MLOps & AI Ethics episode artwork

EPISODE · Apr 24, 2024 · 44 MIN

🦀 Rust + 🤖 LLMs: 🚀 Supercharge MLOps & AI Ethics

from 52 Weeks of Cloud · host Pragmatic AI Labs

edX ✨I build courses: https://insight.paiml.com/d69  📚edX Professional Certificate in Rust Programming: https://insight.paiml.com/tkg📚edX Rust Data Engineering:  https://insight.paiml.com/fhd   📚edX Professional Certificate in Large Language Model Operations (LLMOps): https://insight.paiml.com/j8t Coursera  ✨I build courses: https://insight.paiml.com/bzf 📚LLMOps Specialization: https://insight.paiml.com/a8e📚Introduction to Generative AI: https://insight.paiml.com/ee2📚Operationalizing LLMs on Azure: https://insight.paiml.com/e2u📚Databricks to Local LLMs: https://insight.paiml.com/i6k📚Advanced Data Engineering: https://insight.paiml.com/uvi📚GenAI and LLMs on AWS: https://insight.paiml.com/3x7📚Open Source LLMOps Solutions: https://insight.paiml.com/x0g 📚Foundations of Local Large Language models:  https://insight.paiml.com/rvy📚Beginning Llamafile for Local Large Language Models (LLMs): https://insight.paiml.com/5ec📚End to End LLMs with Azure:  https://coursera.org/learn/azure-llm-large-language-models  📚Rust Programming Specialization:  https://insight.paiml.com/qwh📚Rust for DevOps:  https://insight.paiml.com/x14📚Rust LLMOps:   https://insight.paiml.com/g3b📚Rust Fundamentals: https://insight.paiml.com/qyt📚Data Engineering with Rust: https://insight.paiml.com/zm1📚Python and Rust with Linux Command Line Tools: https://insight.paiml.com/jot 📚Applied Python Data Engineering Specialization: https://insight.paiml.com/5r9📚Data Visualization with Python: https://insight.paiml.com/y9p📚Virtualization, Docker, and Kubernetes for Data Engineering: https://insight.paiml.com/xtp📚Spark, Hadoop, and Snowflake for Data Engineering: https://insight.paiml.com/f6j 📚MLOps | Machine Learning Operations Specialization: https://insight.paiml.com/l5u📚Python Essentials for MLOps: https://insight.paiml.com/uvm📚DevOps, DataOps, MLOps: https://insight.paiml.com/ggi📚MLOps Tools: MLflow and Hugging Face: https://insight.paiml.com/y2v📚MLOps Platforms: Amazon SageMaker and Azure ML: https://insight.paiml.com/ymb 📚Python, Bash and SQL Essentials for Data Engineering Specialization: https://insight.paiml.com/2or📚Linux and Bash for Data Engineering: https://insight.paiml.com/d31📚Scripting with Python and SQL for Data Engineering: https://insight.paiml.com/n3b📚Python and Pandas for Data Engineering: https://insight.paiml.com/nz7📚Web Applications and Command-Line Tools for Data Engineering: https://insight.paiml.com/o86 📚Building Cloud Computing Solutions at Scale Specialization: https://insight.paiml.com/hrt📚Cloud Computing Foundations: https://insight.paiml.com/zrb📚Cloud Data Engineering: https://insight.paiml.com/75t📚Cloud Machine Learning Engineering and MLOps: https://insight.paiml.com/jjh📚Cloud Virtualization, Containers and APIs:  https://insight.paiml.com/ce5📝 Guided Projects:📝Object-Oriented Programming in Python:https://insight.paiml.com/n4h📝MySQL-for-Data-Engineering:  https://insight.paiml.com/e1k📝Python Generators:  https://insight.paiml.com/i9l📝Build a Static Website with Rust and Zola: https://insight.paiml.com/a2h📝Building Rust AWS Lambda Microservices with Cargo Lambda: https://insight.paiml.com/8ed📝Rust Secret Cipher CLI: https://insight.paiml.com/zzr📝Python Decorators:  https://insight.paiml.com/1n5📝Bash Command-line tools: insight.paiml.com/zo3📝Big O Notation in Python:  https://insight.paiml.com/bnv 📝 Rust Axum Microservice: https://insight.paiml.com/n9j📝Local LLMs with Llamafile: https://insight.paiml.com/rw1 🔥 Hot Course Offers:🤖 Master GenAI Engineering - Build Production AI Systems🦀 Learn Professional Rust - Industry-Grade Development📊 AWS AI & Analytics - Scale Your ML in Cloud⚡ Production GenAI on AWS - Deploy at Enterprise Scale🛠️ Rust DevOps Mastery - Automate Everything🚀 Level Up Your Career:💼 Production ML Program - Complete MLOps & Cloud Mastery🎯 Start Learning Now - Fast-Track Your ML Career🏢 Trusted by Fortune 500 TeamsLearn end-to-end ML engineering from industry veterans at PAIML.COM

🌟 Discover the power of Rust for Machine Learning & LLMs! 🎯 Supercharge your MLOps with Rust's performance, safety & tooling 💡 Explore ethical considerations around LLMs & generative AI 🐍 Combine the best of Python & Rust for seamless interop 🤖 Dive into cutting-edge Rust LLM workflows with CUDA, AWS, Hugging Face & more! Revolutionize your Machine Learning journey with Rust! 🦀 This in-depth video explores the immense potential of leveraging Rust's unparalleled performance, safety guarantees, and robust tooling ecosystem to create blazing-fast, secure, and scalable ML solutions. 🚀 Discover how Rust empowers you to tackle the unique challenges of MLOps head-on, from binary deployments and concurrent programming to GPU acceleration with NVIDIA CUDA. 💻 Learn to seamlessly bridge the gap between Python's rich data science ecosystem and Rust's raw power using tools like PyO3 and Polars. 🐍 Dive deep into the ethical considerations surrounding Large Language Models (LLMs) and generative AI, gaining invaluable insights to guide responsible development and deployment. 🧠 Explore cutting-edge Rust LLM workflows integrating AWS Lambda, Hugging Face, and more to push the boundaries of what's possible! 🌐 Whether you're a seasoned Rustacean looking to dive into ML or a Python aficionado eager to harness Rust's potential, this video is your launchpad to the forefront of Machine Learning innovation. 🎓 Buckle up and get ready to supercharge your AI journey with Rust! 🔥

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🦀 Rust + 🤖 LLMs: 🚀 Supercharge MLOps & AI Ethics

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This episode is 44 minutes long.

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This episode was published on April 24, 2024.

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edX ✨I build courses: https://insight.paiml.com/d69  📚edX Professional Certificate in Rust Programming: https://insight.paiml.com/tkg📚edX Rust Data Engineering:  https://insight.paiml.com/fhd   📚edX Professional Certificate in Large Language...

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