English | MP4 | AVC 1280×720 | AAC 44KHz 2ch | 5h 43m | 1.51 GB
Learn core AWS AI skills and ace the AWS AI Practitioner AIF-C01 exam!
- Review all exam objectives and prepare for the AWS Certified AI Practitioner AIF-C01 exam.
- Learn how to use AI and AI in AWS solutions.
- Explore foundation models, prompt engineering techniques, responsible AI, and security and compliance for AI workloads.
- Get question breakdowns to validate your knowledge, acquire strategies, and embrace best practices.
AWS Certified AI Practitioner (AIF-C01) is your full exam resource for the all-new AWS certification exam AIF-C01. Experienced trainer and author Chad Smith covers all the exam’s concepts and objectives, equipping you with the edge needed to study effectively and achieve success.
The course includes discussions of different types of machine learning, artificial intelligence, and business use cases for each. Get insights on responsible AI, including developing ethical systems and explainable models. Learn about security, compliance, governance, and methods to secure AI solutions. Each major topic will end with two practice questions to test your knowledge.
Table of Contents
Module 1: Exam Foundation
Lesson 1: Exam Guide
Module 2: Fundamentals of AI and ML
Lesson 2: Basic AI Concepts
Lesson 3: Practical Use Cases For AI
Lesson 4: ML Development Lifecycle
Module 3: Fundamentals of Generative AI
Lesson 5: Basic Concepts of Generative AI
Lesson 6: Generative AI Capabilities and Limitations
Lesson 7: AWS Generative AI Offerings
Module 4: Applications of Foundation Models
Lesson 8: Foundation Model Design
Lesson 9: Foundation Model Performance
Lesson 10: Foundation Model Training and Fine Tuning
Lesson 11: Prompt Engineering
Module 5: Responsible and Secure AI Solutions
Lesson 12: Responsible AI System Development
Lesson 13: Transparent and Explainable AI Models
Lesson 14: AI Security
Lesson 15: AI Governance and Compliance
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