Habeshapros

Course Summary

The AWS Certified AI Practitioner Course prepares you to understand fundamental concepts in artificial intelligence (AI), machine learning (ML), and generative AI technologies within the AWS ecosystem. This course is designed to equip you with the knowledge needed to identify appropriate AI/ML technologies for specific business cases, understand the basics of AWS AI/ML services, and responsibly leverage these technologies in various applications. Ideal for beginners, this course provides a solid foundation for AWS’s AI Practitioner (AIF-C01) certification.

Course Details

• Course Price: $800
• Total Duration: 6 weeks
• Class Schedule: Twice a week (1 hour and 30 minutes per session)
• Total Weekly Hours: 3 hours
• Mode: Live, instructor-led classes (Online)
• Platform: Zoom for classes and Slack for communication, assignments, and discussions

What You Will Learn

1. Fundamentals of AI and ML (20% of Exam Content)

• Key Concepts: Basic AI terminologies, similarities and differences between AI, ML, and deep learning
• Learning Types: Supervised, unsupervised, and reinforcement learning
• Data Types: Labeled, unlabeled, structured, and unstructured data

2. Fundamentals of Generative AI (24% of Exam Content)

• Key Concepts: Tokens, embeddings, prompt engineering, and foundation models
• Applications: Summarization, chatbots, translation, and recommendation engines
• AWS Tools: Amazon SageMaker JumpStart, Amazon Bedrock, and other AWS generative AI tools

3. Applications of Foundation Models (28% of Exam Content)

• Model Selection: Criteria for choosing pre-trained models and foundation models
• Prompt Engineering: Techniques for zero-shot, few-shot, and chain-of-thought prompting
• Evaluation: Metrics like BLEU, ROUGE, and BERTScore to assess model performance

4. Guidelines for Responsible AI (14% of Exam Content)

• Responsible AI: Fairness, bias, inclusivity, robustness, and safety in AI models
• AWS Tools: Amazon SageMaker Clarify and Amazon Augmented AI (Amazon A2I) for monitoring and bias detection

5. Security, Compliance, and Governance for AI Solutions (14% of Exam Content)

• Security Fundamentals: AWS IAM, encryption, and AWS’s shared responsibility model
• Compliance: Data lineage, governance frameworks, and regulatory compliance

Learning Outcomes

• Gain a foundational understanding of AI, ML, and generative AI concepts.
• Learn the practical applications of AWS AI/ML services such as Amazon SageMaker and Amazon Bedrock.
• Understand prompt engineering techniques and foundation model usage.
• Develop a responsible approach to AI, focusing on fairness, bias, and compliance.
• Be well-prepared for the AWS Certified AI Practitioner (AIF-C01) exam.

Course Schedule Overview

• Weeks 1-2: Fundamentals of AI and ML
• Weeks 3-4: Fundamentals of Generative AI and Applications of Foundation Models
• Weeks 5-6: Responsible AI and Security, Compliance, and Governance

Frequently Asked Questions (FAQs)

1. How long will the course take to complete?
The course takes 6 weeks with 2 sessions per week.

2. Do I need prior experience in AI or ML?
No prior experience is required. This course is designed for beginners.

3. What tools do I need?
A computer with internet access. Any additional software or AWS services will be introduced during the course.

4. Will the classes be recorded?
Yes, all sessions will be recorded, and you’ll have lifetime access to the recordings.

5. What happens if I miss a class?
You can catch up with the recorded session, and instructors are available for follow-up questions on Slack.

6. Will I receive a certificate?
Yes, you’ll receive a certificate of completion, and this course prepares you for the AWS Certified AI Practitioner (AIF-C01) certification exam.

7. Is there a hands-on project?
Yes, there will be practical exercises aligned with AWS services to apply the concepts learned in each section.

8. Are there any discounts available?
Yes! Register by November 8, 2024, and use coupon code AI2024 for a $100 discount.

Why Choose This Course?

• AWS-Certified Curriculum: Aligned with the AWS Certified AI Practitioner exam guide.
• Hands-On Learning: Practical exercises using real AWS services.
• Flexible Learning: Lifetime access to recorded sessions.
• Career Preparation: Get insights into AI/ML career paths with AWS.

Enroll Now for $800

Start your AI journey with a strong foundation. Prepare for the AWS Certified AI Practitioner (AIF-C01) certification and gain valuable skills in AI and machine learning on AWS.