Course Details

• AI on AWS Role
• Description:Learn to harness the power of AWS AI services and machine learning platforms to develop cutting-edge AI solutions for real-world business challenges.
• Duration:8 Weeks | Cost: £4,500
• Prerequisites:Familiarity with Python and basic knowledge of cloud services.

Modules and Topics Covered

Introduction to AWS AI and ML Services

• Overview of AI/ML capabilities on AWS
• Understanding AWS SageMaker, Rekognition, Comprehend, and Polly

Data Preparation and Management

• Building ETL pipelines with AWS Glue
• Data preprocessing and transformation for machine learning

Model Building and Training

• Creating machine learning models with SageMaker
• Automating model training and hyperparameter tuning
• Hands-on with reinforcement learning and SageMaker pipelines

AI Applications with AWS Services

• Building conversational interfaces using Amazon Lex and Alexa
• Real-time image and video analysis with Amazon Rekognition
• Sentiment analysis and language understanding with Amazon Comprehend

Scalable AI Deployment

• Deploying models at scale using SageMaker endpoints
• Setting up real-time inference pipelines
• Monitoring and optimizing deployed models using SageMaker Debugger and Model Monitor

AI Security and Compliance

• Implementing IAM roles for AI workloads
• Securing sensitive data with AWS KMS and encryption best practices

AI Use Cases and Project Work

• Fraud detection in financial systems
• Personalized product recommendations in e-commerce
• Real-time customer sentiment analysis in contact centers

Key Features

• Hands-On Projects:Build end-to-end AI solutions using AWS tools.
• Industry Use Cases:Learn through real-world examples from finance, retail, and healthcare.
• Expert Guidance:Train with certified AWS instructors specializing in AI and ML.
• Certification Prep:Aligned with AWS Certified Machine Learning – Specialty.

Outcomes

By completing this course, you will:

• Master AWS AI and ML services to develop intelligent applications.
• Gain practical skills to implement AI solutions at scale.
• Be prepared to take on roles like AI Engineer, ML Specialist, or AI Solutions Architect.

Transform your career with AI on AWS. Enroll Now.