AWS Academy Machine Learning Module - Models, Data, Infrastructure episode artwork

EPISODE · Jan 24, 2024 · 41 MIN

AWS Academy Machine Learning Module - Models, Data, Infrastructure

from 52 Weeks of Cloud · host Pragmatic AI Labs

✨I build courses: https://insight.paiml.com/bzfHands-On Courses for Rust, Data, Cloud, AI and LLMs 🚀📚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 Data Engineering:  https://insight.paiml.com/0y3 🔥 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

A deep dive into the core concepts covered in the AWS Academy's Machine Learning module including: ML algorithms and model development Data processing phases Matching infrastructure to workloads Leveraging SageMaker tools Specialized AI services Generative coding with CodeWhisper We connect the end-to-end workflow - from framing an ML problem to production deployment. Useful for anyone going through AWS education or looking to ramp up on cloud-based machine learning.

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AWS Academy Machine Learning Module - Models, Data, Infrastructure

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✨I build courses: https://insight.paiml.com/bzfHands-On Courses for Rust, Data, Cloud, AI and LLMs 🚀📚Rust Programming Specialization:  https://insight.paiml.com/qwh📚Rust for DevOps:  https://insight.paiml.com/x14📚Rust LLMOps: ...

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