Training Library

Learn cloud computing, test your cloud skills, and understand how to approach and solve business problems with real cloud scenarios across Amazon Web Services, Microsoft Azure, Google Cloud, DevOps, and other cloud ecosystem services. New content and updates are added every month.

New this month in our library

HANDS-ON LAB
Ben Lambert
NEW
Gen AI Practitioner: Evaluate and Iterate
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ben Lambert; Type: new hands-on lab; Difficulty: Intermediate; Description: Learn to use an iterative workflow for prompt development.; Duration: Up to 1 hour and 30 minutes; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Ben Lambert
NEW
Gen AI Advanced: Personal AI
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ben Lambert; Type: new hands-on lab; Difficulty: Intermediate; Description: Learn to design a personal AI assistant in this hands on lab.; Duration: Up to 1 hour and 30 minutes; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Jun Fritz
NEW
Building AI Agents with Strands Agents and Amazon Bedrock
Beginner
Duration: Up to 1 hour
Author: Jun Fritz; Type: new hands-on lab; Difficulty: Beginner; Description: Learn how to leverage the Strands Agents SDK and Amazon Bedrock to build AI agents that can perform complex tasks across various applications and services.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps

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COURSE
Saqib Butt
Mastering Microservices with Python, Flask, and Docker
Intermediate
Duration: 2 hours and 20 minutes
Author: Saqib Butt; Difficulty: Intermediate; Duration: 2 hours and 20 minutes; Content Topics: Containers; This course has: 10 Units
COURSE
Thomas Holmes
Working with Pandas
Intermediate
Duration: 57 minutes and 18 seconds
Author: Thomas Holmes; Difficulty: Intermediate; Duration: 57 minutes and 18 seconds; Content Topics: Machine Learning; This course has: 6 Units
LEARNING PATH
Retail Data Best Practice
Intermediate
Duration: Up to 51 minutes
Difficulty: Intermediate; Description: This course explores how to effectively leverage retail data to unlock commercial opportunities and deliver an optimized consumer experience.; Duration: Up to 51 minutes; This learning path has: 4 Courses, 2 Exams
LEARNING PATH
Onsite Search Essentials
Beginner
Duration: Up to 46 minutes
Difficulty: Beginner; Description: An overview of how and why search algorithms prioritize organic product listings, and how to encourage effective data sharing with retail partners.; Duration: Up to 46 minutes; This learning path has: 4 Courses, 2 Exams
HANDS-ON LAB
Kunal Haria
Fundamentals of R
Beginner
Duration: Up to 8 hours
Author: Kunal Haria; Difficulty: Beginner; Description: This lab includes several modules for you to work through to cement your R fundamentals proficiency.; Duration: Up to 8 hours; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jun Fritz
Practicing Shell Scripting Fundamentals
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Apply your knowledge of Linux shell scripting fundamentals and work shell variables, conditional statements, and for loops in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Operating System; This hands-on lab has: 6 Lab steps
COURSE
Michael Burgess
Module 5 - Regression
Beginner
Duration: 35 minutes and 35 seconds
Author: Michael Burgess; Difficulty: Beginner; Duration: 35 minutes and 35 seconds; Content Topics: Machine Learning; This course has: 3 Units
COURSE
Michael Burgess
Module 4 - Model Selection
Beginner
Duration: 47 minutes and 57 seconds
Author: Michael Burgess; Difficulty: Beginner; Duration: 47 minutes and 57 seconds; Content Topics: Machine Learning; This course has: 4 Units
COURSE
Michael Burgess
Module 2 - Maths for Machine Learning - Part One
Beginner
Duration: 1 hour and 45 minutes
Author: Michael Burgess; Difficulty: Beginner; Duration: 1 hour and 45 minutes; Content Topics: Machine Learning; This course has: 10 Units
COURSE
Michael Burgess
Module 1 – Python for Machine Learning
Beginner
Duration: 52 minutes and 2 seconds
Author: Michael Burgess; Difficulty: Beginner; Duration: 52 minutes and 2 seconds; Content Topics: Machine Learning; This course has: 4 Units
COURSE
Ed Wright
Thinking in React: Identifying and Adding States
Beginner
Duration: 6 minutes and 5 seconds
Author: Ed Wright; Difficulty: Beginner; Duration: 6 minutes and 5 seconds; Content Topics: Development; This course has: 2 Units
COURSE
Thomas Holmes
Working with Python
Advanced
Duration: 49 minutes and 22 seconds
Author: Thomas Holmes; Difficulty: Advanced; Duration: 49 minutes and 22 seconds; Content Topics: Development; This course has: 5 Units
COURSE
Michael Burgess
Module 2 - Maths for Machine Learning - Part Two
Beginner
Duration: 1 hour and 32 minutes
Author: Michael Burgess; Difficulty: Beginner; Duration: 1 hour and 32 minutes; Content Topics: Machine Learning; This course has: 8 Units
COURSE
Michael Burgess
Module 0 - What is Machine Learning? - Part Two
Beginner
Duration: 1 hour and 30 minutes
Author: Michael Burgess; Difficulty: Beginner; Duration: 1 hour and 30 minutes; Content Topics: Machine Learning; This course has: 7 Units
COURSE
Michael Burgess
Module 3 - Supervised Learning - Part Two
Beginner
Duration: 1 hour and 52 minutes
Author: Michael Burgess; Difficulty: Beginner; Duration: 1 hour and 52 minutes; Content Topics: Machine Learning; This course has: 10 Units
COURSE
Ed Wright
Testing in React
Beginner
Duration: 44 minutes and 12 seconds
Author: Ed Wright; Difficulty: Beginner; Duration: 44 minutes and 12 seconds; Content Topics: Development; This course has: 12 Units
COURSE
Farish Kashefinejad
What are AI Agents?
Beginner
Duration: 4 minutes and 47 seconds
Author: Farish Kashefinejad; Difficulty: Beginner; Duration: 4 minutes and 47 seconds; Content Topics: Artificial Intelligence; This course has: 1 Unit
COURSE
Fundamentals of Prompting in Microsoft 365 Copilot
Intermediate
Duration: 26 minutes and 23 seconds
Difficulty: Intermediate; Duration: 26 minutes and 23 seconds; This course has: 4 Units
HANDS-ON LAB
Calculated Systems
Evaluating Model Predictions for Regression Models
Intermediate
Duration: Up to 43 minutes
Author: Calculated Systems; Difficulty: Intermediate; Description: This lab walks you through building several multivariate linear regression models using different prediction variables and evaluating the models' predictions.; Duration: Up to 43 minutes; Content Topics: Machine Learning; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Calculated Systems
Performing K-Means Clustering With Python
Intermediate
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Intermediate; Description: In this lab, you'll learn how to perform K-Means Clustering on a set of data and plot the outcome.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Calculated Systems
Getting Started with Natural Language Processing
Beginner
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Beginner; Description: This lab is aimed at machine learning beginners who want to gain a familiarity with Natural Language Processing (NLP) concepts.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Parveen Singh
Advanced Threat Hunting in Microsoft Sentinel
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Learn how to hunt for potential threats and generate incidents from bookmarks in your Azure Environments using Microsoft Sentinel in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Azure Sentinel; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
David Bedford
Azure Virtual Networks, Virtual Machines & Network Security Groups
Beginner
Duration: Up to 2 hours and 30 minutes
Author: David Bedford; Difficulty: Beginner; Description: Virtual Networks, Virtual Machines, Network Security Groups; Duration: Up to 2 hours and 30 minutes; Content Topics: Networking; This hands-on lab has: 8 Lab steps
HANDS-ON LAB
Andrew Burchill
Streamlining Amazon SageMaker Governance With Model Cards
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to create a model card to document your Amazon SageMaker machine learning models in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 3 Lab steps