AI & Machine Learning

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Category: AI & Machine Learning

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
Agent Design: Guardrails, Trust, and Privacy
Intermediate
Duration: 31 minutes and 25 seconds
Author: Farish Kashefinejad; Difficulty: Intermediate; Duration: 31 minutes and 25 seconds; Content Topics: Artificial Intelligence; This course has: 4 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
Ben Lambert
Introduction to the OpenAI Playground
Beginner
Duration: 17 minutes and 33 seconds
Author: Ben Lambert; Difficulty: Beginner; Duration: 17 minutes and 33 seconds; This course has: 4 Units
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
COURSE
Alibaba Cloud
Applications of Alibaba Cloud PAI: Product Recommendation
Intermediate
Duration: 33 minutes and 55 seconds
Author: Alibaba Cloud; Difficulty: Intermediate; Duration: 33 minutes and 55 seconds; Content Topics: Machine Learning; This course has: 2 Units
COURSE
Alibaba Cloud
Applications of Alibaba Cloud PAI: Image Classification
Intermediate
Duration: 40 minutes and 41 seconds
Author: Alibaba Cloud; Difficulty: Intermediate; Duration: 40 minutes and 41 seconds; Content Topics: Machine Learning; This course has: 2 Units
COURSE
Alibaba Cloud
Visual Development with Alibaba Cloud PAI-Studio
Intermediate
Duration: 35 minutes and 59 seconds
Author: Alibaba Cloud; Difficulty: Intermediate; Duration: 35 minutes and 59 seconds; Content Topics: Machine Learning; This course has: 2 Units
LEARNING PATH
Evaluating Major LLM Providers
Intermediate
Duration: Up to 45 minutes
Difficulty: Intermediate; Description: Discover how to navigate the AI model landscape with confidence. Learn who the major providers are, what they offer, and how to compare them using key criteria.; Duration: Up to 45 minutes; This learning path has: 4 Courses, 1 Exam
HANDS-ON LAB
QA
AI in Software Architecture
Intermediate
Duration: Up to 40 minutes
Author: QA; Difficulty: Intermediate; Description: This lab demonstrates how to use GitHub Copilot to automate software architecture decisions.; Duration: Up to 40 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
QA
Test Case Generation with AI Assistance
Intermediate
Duration: Up to 40 minutes
Author: QA; Difficulty: Intermediate; Description: This lab demonstrates how to use GitHub Copilot to automate the generation of test cases.; Duration: Up to 40 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
QA
Automating Documentation with AI
Intermediate
Duration: Up to 40 minutes
Author: QA; Difficulty: Intermediate; Description: This lab demonstrates how to use GitHub Copilot to automate the generation of documentation.; Duration: Up to 40 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
QA
AI-Powered Code Reviews
Intermediate
Duration: Up to 40 minutes
Author: QA; Difficulty: Intermediate; Description: This lab demonstrates how to use AI for code reviews.; Duration: Up to 40 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 2 Lab steps
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
Andrew Burchill
Implementing an ETL Pipeline with AWS SDK for Pandas
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use the AWS SDK for Pandas to process real-time transaction data in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; 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
Jun Fritz
Generating Custom Images and Variations with Amazon Bedrock
Intermediate
Duration: Up to 40 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Generate images and variations using the Amazon Bedrock Image Playground and runtime in this hands-on lab.; Duration: Up to 40 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 3 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
HANDS-ON LAB
Jun Fritz
Working With Conversational Memory and the Amazon Bedrock Converse API
Beginner
Duration: Up to 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to incorporate the Amazon Bedrock Converse API and conversational memory into your large language model application in this hands-on lab.; Duration: Up to 30 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jun Fritz
Developing Chains and Runnables With the LangChain Expression Language (LCEL)
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Step through an application to learn about the LangChain Expression Language (LCEL) and how to develop chains and custom runnables in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 2 Lab steps