Course Details
Course Details
What You'll Learn
Topic 1: Fundamentals of AI and ML
Basic AI/ML concepts and terminology
Types of ML
Phases of the ML lifecycle
Roles of common AWS AI/ML services
Typical AI/ML use cases and business outcomes
Topic 2: Fundamentals of Generative AI
Generative vs. discriminative models
Key architectures
Basics of prompt engineering for text-based generative AI
Concepts of foundation models and large language models (LLMs)
Common applications of generative AI
Topic 3: Applications of Foundation Models
Common use cases
Approaches for customizing or fine-tuning foundation models
AWS services supporting large language models and other foundation models
Methods for evaluating generative AI outputs
Integration of foundation models into AI-driven applications
Topic 4: Guidelines for Responsible AI
Ethical considerations
Privacy, security, and data governance best practices
Regulatory frameworks and compliance requirements
Strategies to mitigate bias and unintended consequences
Topic 5: Security, Compliance, and Governance for AI Solutions
AWS security services and controls for AI/ML workloads
Compliance and regulatory considerations
Governance mechanisms
Secure deployment and monitoring best practices
Course Info
Promotion Code
Your will get 10% discount voucher for 2nd course onwards if you write us a Google review.
Minimum Entry Requirement
Knowledge and Skills
- Able to operate using computer functions
- Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)
Attitude
- Positive Learning Attitude
- Enthusiastic Learner
Experience
- Minimum of 1 year of working experience.
Target Age Group: 18-65 years old
Minimum Software/Hardware Requirement
Software:
TBD
Hardware: Window or Mac Laptops
Job Roles
Job Roles
- AI Engineer
- Machine Learning Engineer
- Data Scientist
- Cloud Solutions Architect
- AI Solutions Architect
- Data Analyst
- AWS Cloud Practitioner
- AI Consultant
- Machine Learning Specialist
- AI Research Scientist
- Cloud Developer
- Data Engineer
- AI Product Manager
- Software Developer
- IT Consultant
- Technical Support Engineer
- Business Intelligence Developer
- AI System Developer
- Cloud Infrastructure Engineer
- Technology Analyst
Trainers
Trainers
Review
Customer Reviews (4)
- might recommend Review by Course Participant/Trainee
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More examples done and shown by the trainer before the students try it out by themselves. (Posted on 10/2/2022)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - will recommend Review by Course Participant/Trainee
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. (Posted on 2/10/2021)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - might recommend Review by Course Participant/Trainee
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Perhaps, can recommend people to go for "html & css" course first before going for this dreamweaver course as advised by the trainer. So we can understand css better and apply when using Dreamweaver more efficiently. (Posted on 3/16/2020)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Might Consider Review by Course Participant/Trainee
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should provide desktop rather than laptop, mouse not provided, class were too small, the TV to project from the laptop were not connected something is wrong.1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment
lesson should conduct in 2 full days rather than 1full day so the lesson will not be so pack. (Posted on 8/12/2019)
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