Data

Difficulty: Intermediate; Description: Explore the use of consumer data for targeted segments, with a focus on AI's role in crafting intelligent and nuanced profiles.; Duration: Up to 45 minutes; This learning path has: 3 Courses, 2 Exams

Author: Danny Jessee; Difficulty: Beginner; Description: This course will help you understand the different AWS storage services including S3, EBS, EFS, and FSx, and how to use them within your environment.; Duration: Up to 23 hours and 19 minutes; Content Topics: Storage; This learning path has: 18 Courses, 2 Lab challenges, 2 Exams, 9 Hands-on labs

Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to redirect static website requests from one Amazon S3 bucket to another and configure conditional routing rules in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Storage; This hands-on lab has: 4 Lab steps

Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will start using Cloud Firestore in Datastore mode as your NoSQL database. You will work with entities, keys, and properties.; Duration: Up to 35 minutes; Content Topics: NoSQL; This hands-on lab has: 5 Lab steps

Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will work with generics for classes and functions to leverage the most common polymorphism used in functional programming.; Duration: Up to 45 minutes; Content Topics: Development; This hands-on lab has: 4 Lab steps

Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will understand the basic principles of functional programming in Scala.; Duration: Up to 45 minutes; Content Topics: Development; This hands-on lab has: 3 Lab steps

Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will deploy an Amazon DocumentDB cluster, and you will connect to it to perform some DB operations using the mongo shell.; Duration: Up to 1 hour; Content Topics: Databases; This hands-on lab has: 7 Lab steps

Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will create a zonal persistent disk, attach it to a Compute Engine VM, and you will backup it creating a disk snapshot.; Duration: Up to 45 minutes; Content Topics: Storage; This hands-on lab has: 5 Lab steps

Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use an Amazon Elastic MapReduce (EMR) cluster to transform and aggregate data in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 5 Lab steps

Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use AWS Lake Formation and AWS Glue to manage permissions and dataset metadata for a data lake in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Analytics, Storage; This hands-on lab has: 4 Lab steps

Author: Daniel Wood; Difficulty: Intermediate; Description: Prepare for the Storage domain of the Certified Kubernetes Administrator (CKA) exam in this lab with exam-like tasks and a solution guide.; Duration: Up to 1 hour; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps

Author: Stefano Cascavilla; Difficulty: Advanced; Description: In this lab, you will understand what are dbt tests. You will then create a custom test, and test your sources and a model both with native dbt tests and with the custom dbt test.; Duration: Up to 1 hour and 15 minutes; Content Topics: Data Modeling; This hands-on lab has: 7 Lab steps

Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will understand what are incremental dbt models, and you will create two models by using the incremental materialization type.; Duration: Up to 1 hour; Content Topics: Data Modeling; This hands-on lab has: 5 Lab steps

Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will create your first dbt models. You will create a model starting from the dbt sources, and you will create another one starting from the existing model. You will then execute and materialize them in the PostgreSQL database.; Duration: Up to 1 hour; Content Topics: Data Modeling; This hands-on lab has: 5 Lab steps

Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will configure a dbt profile to connect to a PostgreSQL database, and you will define sources to be used in a dbt project.; Duration: Up to 40 minutes; Content Topics: Data Modeling; This hands-on lab has: 4 Lab steps

Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will understand what Jinja macros are and why they are helpful. You will then leverage the most important native macros source and ref, and you will create a custom macro.; Duration: Up to 1 hour; Content Topics: Data Modeling; This hands-on lab has: 6 Lab steps

Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will learn what is dbt, why it is super helpful for data transformations, and you will install it and create your first dbt project.; Duration: Up to 40 minutes; Content Topics: Data Modeling; This hands-on lab has: 4 Lab steps

Author: Andrea Giussani; Difficulty: Beginner; Description: In this lab, you will master Bokeh to perform data visualization with Python.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 2 Lab steps

Author: Guy Hummel; Difficulty: Advanced; Duration: 13 minutes and 27 seconds; Content Topics: Analytics; This course has: 3 Lectures

Author: Guy Hummel; Difficulty: Intermediate; Duration: 14 minutes and 24 seconds; Content Topics: Analytics; This course has: 4 Lectures

Author: Hallam Webber; Difficulty: Beginner; Duration: 8 minutes and 43 seconds; Content Topics: Big Data; This course has: 4 Lectures

Author: Carlos Rivas; Difficulty: Beginner; Duration: 18 minutes and 9 seconds; Content Topics: Storage; This course has: 6 Lectures

Author: Carlos Rivas; Difficulty: Intermediate; Duration: 16 minutes and 37 seconds; Content Topics: Storage; This course has: 6 Lectures

Author: Alana Layton; Difficulty: Advanced; Duration: 31 minutes and 33 seconds; Content Topics: Storage; This course has: 5 Lectures