AI & Machine Learning

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Category: AI & Machine Learning

LEARNING PATH
Alana Layton
Leveraging Amazon Q Developer for AI-Powered Application Building and Optimization
Beginner
Duration: Up to 1 hour and 48 minutes
Author: Alana Layton; Difficulty: Beginner; Description: Looking to get started with AI code generation? With this content, you'll learn the basics of Amazon Q Developer, including what it is and how to use it.; Duration: Up to 1 hour and 48 minutes; Content Topics: Amazon Web Services; This learning path has: 3 Courses, 1 Hands-on lab
LAB CHALLENGE
Andrea Giussani
Machine Learning Python Challenge: Regression
Advanced
Duration: Up to 1 hour and 30 minutes
Author: Andrea Giussani; Difficulty: Advanced; Description: In this lab challenge, you will be tested on your scikit-learn skills to build a machine learning pipeline to predict the price of a stock; Duration: Up to 1 hour and 30 minutes; Content Topics: Machine Learning; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Calculated Systems
Creating a Weather Forecasting Chatbot with Dialogflow
Advanced
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Advanced; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This hands-on lab has: 8 Lab steps
COURSE
Preparing and supporting the workforce through AI change
Intermediate
Duration: 17 minutes and 4 seconds
Difficulty: Intermediate; Duration: 17 minutes and 4 seconds; Content Topics: Artificial Intelligence; This course has: 8 Units
COURSE
Introducing language models
Intermediate
Duration: 9 minutes
Difficulty: Intermediate; Duration: 9 minutes; Content Topics: Artificial Intelligence; This course has: 4 Units
COURSE
Understanding agentic AI
Intermediate
Duration: 15 minutes and 32 seconds
Difficulty: Intermediate; Duration: 15 minutes and 32 seconds; Content Topics: Artificial Intelligence; This course has: 7 Units
COURSE
Types of AI agent protocols
Beginner
Duration: 19 minutes and 22 seconds
Difficulty: Beginner; Duration: 19 minutes and 22 seconds; This course has: 8 Units
COURSE
App Creation Demonstration
Intermediate
Duration: 31 minutes and 41 seconds
Difficulty: Intermediate; Duration: 31 minutes and 41 seconds; This course has: 9 Units
COURSE
Test Case Generation with AI Assistance
Intermediate
Duration: 49 minutes and 5 seconds
Difficulty: Intermediate; Duration: 49 minutes and 5 seconds; This course has: 14 Units
COURSE
AI Powered Code Reviews
Intermediate
Duration: 29 minutes and 46 seconds
Difficulty: Intermediate; Duration: 29 minutes and 46 seconds; This course has: 8 Units
COURSE
Farish Kashefinejad
AI Agent Design: Generative Agents in the Real-World
Intermediate
Duration: 40 minutes and 47 seconds
Author: Farish Kashefinejad; Difficulty: Intermediate; Duration: 40 minutes and 47 seconds; Content Topics: Artificial Intelligence; This course has: 5 Units
COURSE
AI in Software Architecture
Intermediate
Duration: 49 minutes
Difficulty: Intermediate; Duration: 49 minutes; This course has: 14 Units
COURSE
Farish Kashefinejad
Agent Design: Multiple Agents with Task Decomposition
Intermediate
Duration: 13 minutes and 48 seconds
Author: Farish Kashefinejad; Difficulty: Intermediate; Duration: 13 minutes and 48 seconds; Content Topics: Artificial Intelligence; This course has: 3 Units
COURSE
Farish Kashefinejad
Agent Design: From a Single Agent to Coordination
Intermediate
Duration: 16 minutes and 8 seconds
Author: Farish Kashefinejad; Difficulty: Intermediate; Duration: 16 minutes and 8 seconds; Content Topics: Artificial Intelligence; This course has: 3 Units
COURSE
Farish Kashefinejad
Agent Design: Starting with a Single Agent
Intermediate
Duration: 13 minutes and 54 seconds
Author: Farish Kashefinejad; Difficulty: Intermediate; Duration: 13 minutes and 54 seconds; Content Topics: Artificial Intelligence; This course has: 3 Units
COURSE
Farish Kashefinejad
Running Local Large Language Models Using Ollama
Beginner
Duration: 7 minutes and 19 seconds
Author: Farish Kashefinejad; Difficulty: Beginner; Duration: 7 minutes and 19 seconds; Content Topics: Machine Learning; This course has: 1 Unit
COURSE
Deniz Yilmaz
High-Performance Text Analysis with HuggingFace GPT-2 on AWS Neuron with AWS Inferentia
Beginner
Duration: 44 minutes and 45 seconds
Author: Deniz Yilmaz; Difficulty: Beginner; Duration: 44 minutes and 45 seconds; Content Topics: Amazon Web Services; This course has: 9 Units
SIMULAB
Logan Rakai
Large Language Model (LLM) Application Security SimuLab
Duration: Up to 2 hours
Author: Logan Rakai; Difficulty: Intermediate; Description: This lab provides an interactive environment to explore the security implications of applications using Large Language Models (LLMs) and how to mitigate potential risks.; Duration: Up to 2 hours; Content Topics: Cyber Security; This simulab has: 1 Lab step
HANDS-ON LAB
Andrew Burchill
Tracking Generative AI Usage With Amazon Bedrock Inference Profiles
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to create Amazon Bedrock inference profiles and use them to track model usage.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jun Fritz
Building a Generative AI Workflow With Amazon Bedrock Flows
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to create and customize a generative AI workflow using Amazon Bedrock Flows in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jun Fritz
Developing Prompts With Amazon Bedrock Prompt Management
Beginner
Duration: Up to 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to create, test, and publish prompts with Amazon Bedrock Prompt Management in this hands-on lab.; Duration: Up to 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Andrew Burchill
Automating Code Reviews Using Generative AI
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use a Generative AI model to perform code reviews in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Continuous Integration; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jun Fritz
Implementing Conversational Memory Using LangChain and Amazon DynamoDB
Intermediate
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Leverage the LangChain framework to store and manage conversation history in Amazon DynamoDB in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 2 Lab steps
COURSE
How does AI impact operating models?
Intermediate
Duration: 18 minutes and 34 seconds
Difficulty: Intermediate; Duration: 18 minutes and 34 seconds; Content Topics: Artificial Intelligence; This course has: 6 Units