AWS Certified AI Practitioner Certification

AWS Certified AI Practitioner Certification Training - Certification & Exam

This course outlines provide comprehensive guide to help candidates demonstrate their understanding of the AWS AI and ML principles.

Module 1: Introduction to AI and Machine Learning

• History and evolution

• Key AI/ML concepts

• AI vs ML vs Deep Learning

Module 2: AWS Cloud Overview for AI/ML

• AWS core services: EC2, S3, IAM

• Introduction to AWS ML Stack

• Setting up the environment

Module 3: AWS AI Services

• Amazon SageMaker – ML model building and deployment

• Amazon Rekognition – Image and video analysis

• Amazon Comprehend – Natural language processing

• Amazon Lex – Conversational interfaces

• Amazon Polly – Text-to-speech

Module 4: Machine Learning Lifecycle

• Data collection and preparation

• Model training and tuning

• Model evaluation and deployment

Module 5: AI Use Cases & Applications

• Real-world case studies

• AI in customer service, operations, marketing, and logistics

• ML pipelines in enterprise settings

Module 6: Responsible AI and Ethics

• Bias in datasets

• Privacy and fairness

• Responsible deployment principles