EPISODE · Jan 5, 2024 · 20 MIN
Data Engineering Design Principles from AWS-Part 3
from 52 Weeks of Cloud · host Pragmatic AI Labs
Hey readers 👋, if you enjoyed this content, I wanted to share some of my favorite resources to continue your learning journey in technology!Hands-On Courses for Rust, Data, Cloud, AI and LLMs 🚀Rust Programming Specialization: https://www.coursera.org/specializations/rust-programmingRust for DevOps: https://www.coursera.org/learn/rust-for-devops?specialization=rust-programmingRust LLMOps: https://www.coursera.org/learn/rust-llmops?specialization=rust-programmingRust Fundamentals: https://www.coursera.org/learn/rust-fundamentalsData Engineering with Rust: https://www.coursera.org/programs/duke-university-on-coursera-obsio/learn/data-engineering-rustPython and Rust with Linux Command Line Tools: https://www.coursera.org/learn/python-rust-linuxVirtualization, Docker, and Kubernetes for Data Engineering: https://www.coursera.org/learn/virtualization-docker-kubernetes-data-engineeringCloud Machine Learning Engineering and MLOps: https://www.coursera.org/learn/cloud-machine-learning-engineering-mlops-dukeMLOps Tools: MLflow and Hugging Face: https://www.coursera.org/learn/mlops-mlflow-huggingface-dukeData Visualization with Python: https://www.coursera.org/learn/data-visualization-pythonLinux and Bash for Data Engineering: https://www.coursera.org/learn/linux-and-bash-for-data-engineering-dukeSpark, Hadoop, and Snowflake for Data Engineering: https://www.coursera.org/learn/spark-hadoop-snowflake-data-engineeringCloud Virtualization, Containers and APIs: https://www.coursera.org/learn/cloud-virtualization-containers-api-dukeCloud Data Engineering: https://www.coursera.org/learn/cloud-data-engineering-dukePython Essentials for MLOps: https://www.coursera.org/learn/python-mlops-dukeDevOps, DataOps, MLOps: https://www.coursera.org/learn/devops-dataops-mlops-dukeWeb Applications and Command-Line Tools for Data Engineering: https://www.coursera.org/learn/web-app-command-line-tools-for-data-engineering-dukeMLOps Platforms: Amazon SageMaker and Azure ML: https://www.coursera.org/learn/mlops-aws-azure-dukeScripting with Python and SQL for Data Engineering: https://www.coursera.org/learn/scripting-with-python-sql-for-data-engineering-dukePython and Pandas for Data Engineering: https://www.coursera.org/learn/python-and-pandas-for-data-engineering-dukeCloud Computing Foundations: https://www.coursera.org/learn/cloud-computing-foundations-duke📚 Must-Read Books:Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/Developing on AWS with C#: https://www.amazon.com/Developing-AWS-Comprehensive-Solutions-Platform/dp/1492095877Pragmatic AI Labs Books: https://www.amazon.com/gp/product/B0992BN7W8🎥 Follow & Subscribe:Pragmatic AI Labs YouTube Channel: https://www.youtube.com/channel/UCNDfiL0D1LUeKWAkRE1xO5Q52 Weeks of AWS Podcast: https://52-weeks-of-cloud.simplecast.comnoahgift.com: https://noahgift.com/Pragmatic AI Labs Website: https://paiml.com/Your adventure in tech awaits! Dive in now, and elevate your skills to new heights. 🚀 🔥 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
What this episode covers
Get an in-depth look at the key topics covered in the AWS Academy's Data Engineering module including: Comparing analytics vs AI/ML pipelines Layers of a data pipeline Data transformation actions Data engineer vs data scientist roles Building & modernizing data infrastructure Breaking down data silos Innovation opportunities Useful for anyone going through the AWS Academy program or wanting an overview of fundamental data engineering concepts. We explain the core curriculum objectives in detail and connect the foundational ideas organizations need to leverage to become data-driven.
NOW PLAYING
Data Engineering Design Principles from AWS-Part 3
No transcript for this episode yet
Similar Episodes
Mar 26, 2026 ·1m
Mar 19, 2026 ·34m
Feb 18, 2026 ·11m
Feb 11, 2026 ·45m