Amazon Bedrock with Amazon Q Developer-Zero to Hero | Python

سرفصل های دوره

Code Amazon Bedrock with Amazon Q Developer in Lambda using Python (Boto3). Use Q as Co-Pilot to code. Novice to Expert

1 - Introduction

1 -Introduction

2 - Connect With Me!!.html

2 - Code & Playground - Explore & Relate

1 -Introduction to Bedrock

2 -PartyRock - Experience Bedrock like ChatGPT

3 -Understanding UI

4 -Enabling Model Access

5 -Post Model Access

6 -Can Amazon Q really help me in coding - HandsOn

7 -Using Chat Playground

8 -Using Text Playground

9 -Using Image Playground

3 - Amazon Q Developer in Lambda

1 -Understanding Q Developer

2 -Functionality of Q Developer in Industry

3 -Chatting with Amazon Q

4 -Can we ask for code directly in Lambda

4 - Phase 1 - Using Code with different Models for PlayGround

1 -How to use Amazon Q in Lambda with Bedrock

2 -Bedrock with Text Model - Amazon Titan HandsOn

3 -Bedrock with Text Model - Claude Sonnet HandsOn

4 -Bedrock with Text Model - Llama HandsOn

5 -How to troubleshoot errors if occurred in code

6 -Bedrock with Image Model - Titan Image HandsOn

7 -Bedrock with Image Model - Stability.ai

5 - Foundation Concepts - Theoretical

1 -What is AI

2 -What is Generative AI

3 -Opportunities available in GenAI

4 -AI, GenAI, ML, Deep Learning Relation

5 -FM vs LLM

6 -Understanding Prompt Engineering

7 -Types of Prompt Engineering

6 - Phase 2 - Configurations - Inference Parameters

1 -Understanding Inference Parameters

2 -Temperature Hands-On

3 -Temperature Code With Q developer - I HandsOn

4 -Temperature Code With Q developer - II HandsOn

5 -Top P Hands-On

6 -Top P Code With Q developer - I HandsOn

7 -Top P Code With Q developer - II HandsOn

8 -Top K Hands-On

9 -Top K Code With Q developer - I HandsOn

10 -Top K Code With Q developer - II HandsOn

11 -Most Probable Solution Hands-On

12 -Troubleshooting Scenario- Access Denied Error

13 -Troubleshooting Scenario- Timeout Error

14 -Troubleshooting Scenario- Validation Exception

15 -Troubleshooting Scenario- ModelAccess Error

7 - Phase 3 - Additional Configurations

1 -Additional Configurations

2 -System Prompt

3 -Code for System Prompt with Amazon Q Dev

4 -Maximum Length

5 -Code for Maximum Length with Amazon Q Dev

6 -Stop Sequence

7 -Code for Stop Sequence with Amazon Q Dev

8 - Bedrock in Console - Safeguards

1 -Understanding Safeguards

2 -Guardrails SetUp

3 -Using Guardrails

4 -Watermark Detection

9 - Bedrock Builder Tools - Console

1 -Understanding Builder Tools

2 -Prompt Management

3 -Knowledge Base - Using Root User

4 -IAM Users & Roles

5 -IAM Policy

6 -Knowledge Base - Using IAM User

7 -Understanding Agents

8 -Agents Walkthrough

9 -Creating Agents using Assistant

10 -Defining Agents Manually

11 -Adding Action Groups & Guardrails in Agents

12 -Understanding Prompt Flow

13 -Prompt Flow with KB

14 -PromptFlow with Prompt Management

15 -PromptFlow with Prompt Creation & KB

16 -PromptFlow with Condition

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تولید کننده: Udemy