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Course Outline
Introduction to AWS and its AI/ML services
Setting Up AWS Environment
- Creating and managing an AWS account
- Introduction to AWS Management Console
- Setting up AWS CLI and SDKs
Overview of AWS AI/ML Services
- Amazon SageMaker, AWS Deep Learning AMIs, and AWS AI Services
- Real-world applications of AI/ML on AWS
- Case studies and industry examples
Amazon SageMaker
- Introduction to Amazon SageMaker
- SageMaker Studio and notebook instances
- Key features and functionalities
- Importing and processing data in SageMaker
- Feature engineering and data cleaning
Model Training and Tuning
- Creating and configuring training jobs
- Using built-in algorithms and custom scripts
- Hyperparameter tuning
- Debugging and profiling training jobs
Model Deployment and Management
- Endpoint creation and configuration
- Model monitoring and management
- Advanced Deployment Techniques
- Multi-model endpoints
- A/B testing and blue/green deployments
AWS AI Services for Specific Use Cases
- Amazon Rekognition
- Image and video analysis
- Text-to-speech and speech-to-text services
- Integrating Polly and Transcribe into applications
Advanced AI Services on AWS
- Overview of Amazon Comprehend and Lex
- Natural language processing and chatbot services
- Building and deploying chatbots with Lex
- Amazon translate and forecast
- Language translation and time-series forecasting
- Practical applications and use cases
Summary and Next Steps
Requirements
- Basic understanding of AI/ML concepts
- Familiarity with AWS basics
- Programming knowledge in Python
Audience
- Data scientists
- Machine learning engineers
- AI enthusiasts
- IT professionals
14 Hours
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €4560 online delivery, based on a group of 2 delegates, €1440 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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Public Training
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Testimonials (2)
All good, nothing to improve
Ievgen Vinchyk - GE Medical Systems Polska Sp. Z O.O.
Course - AWS Lambda for Developers
IOT applications
