Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
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
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3200 € + VAT*
Contact us for an exact quote and to hear our latest promotions
Testimonials (2)
All good, nothing to improve
Ievgen Vinchyk - GE Medical Systems Polska Sp. Z O.O.
Course - AWS Lambda for Developers
IOT applications
