Skill

AWS Machine Learning Tools for Data Engineers

November 2024 with Scott Pletcher

Join Scott Pletcher as we learn how to use the AWS machine learning tools that can prepare data, build models and generate predictions entirely on their own. Let's practice incorporating machine learning & AI into data engineering workflows in AWS.

Recommended Experience

Familiarity with basic data engineering concepts like data cleaning and processing
Experience working with AWS
Some exposure to machine learning principles would be helpful

Related certifications

AWS Certified Data Engineer – Associate

Related Job Functions

Cloud data engineer
Data engineer
Machine learning specialist

Scott got started with IT in his early teens when his parents bought him a TRS-80 Color Computer 2 from Radio Shack. Since then, he's spent thirty years in corporate IT management and leadership roles, earned numerous AWS and PMI certifications, and created training content for A Cloud Guru.

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Skill Outline

1. Distinction Between ML and AI (4:08)
2. AWS AI Landscape (5:52)
3. ML Service for Data Engineering (3:29)
4. Data Wrangler (10:50)
5. ML Model Data Preparation (7:35)
6. Model Development (7:36)
7. Model Predictions (4:05)

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