Data Engineering is Your AI Superpower скачать в хорошем качестве

Data Engineering is Your AI Superpower

10x Data Engineer Roadmap: Five Steps Unlock your potential as a data engineer and become the MVP who makes AI work at your company! This video covers the five essential steps to becoming a 10x data engineer. Each chapter is a key step in the roadmap. Affiliate Resources (Books) Resources discussed in the video: Designing Data-Intensive Applications — Martin Kleppmann https://amzn.to/45QIzci Fundamentals of Data Engineering — Joe Reis, Matt Housley https://amzn.to/4lMN3Xh Data Governance — John Ladley https://amzn.to/4myGcBZ Storytelling With Data — Cole Nussbaumer Knaflic https://amzn.to/4lH98pZ Always good to have for any DE: The Data Warehouse Toolkit — Ralph Kimball, Margy Ross https://amzn.to/45Sd0yH SQL Performance Explained — Markus Winand https://amzn.to/4lOy1QK The Pragmatic Programmer — Andrew Hunt, David Thomas https://amzn.to/47eXsaz Resources (Udemy courses to pair with your reading) • The Complete SQL Bootcamp: Go from Zero to Hero — Jose Portilla https://trk.udemy.com/N9qkav • Taming Big Data with Apache Spark 4 and Python - Hands On! https://trk.udemy.com/vPaNdO • The Complete Hands-On Introduction to Apache Airflow 3 — Marc Lamberti https://trk.udemy.com/3JNe1X Chapters: 00:00 - Introduction 00:30 - Step 1: Own the Data Ingestion Pipeline 01:50 - Step 2: Architect Smart Storage 03:30 - Step 3: Master Feature Engineering 05:10 - Step 4: Champion Governance and Ethics 07:00 - Step 5: Align Pipelines with Business Outcomes 09:40 - Conclusion