Certified AI Practitioner (CAIP)

Unlock your AI potential with our AWS CAIP course, mastering generative AI, Amazon Bedrock, and SageMaker to ace your certification and lead in AI innovation!

Difficulty: Intermediate Level
22 sections, 92 lessons
4 hours total of video lectures

Course Description

Prepare for AWS Certified AI Practitioner (CAIP) certification with our comprehensive course, covering everything from foundational AI concepts to cutting-edge generative AI technologies.

Explore Amazon Bedrock, SageMaker, and advanced GenAI tools through hands-on labs. Learn prompt engineering, foundation model customization, security best practices, and exam strategies. With real-world applications, quizzes, and practice exams, this course ensures you’re equipped to excel in the evolving AI landscape and ace your CAIP certification on the first try!

Who this course is for

IT Professionals Advancing or Transitioning into Cloud Roles

Developers and Engineers Needing Cloud Skills to Stay Competitive

Cloud Practitioners Validating or Expanding their AWS Skills

Course Outline

Course Content

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Welcome to the course!

5 lessons - 16 min

Pass-Or-We-Pay Exam Guarantee 02:08
Download Course Materials Here
What is Cloud Computing? 04:36
Create a Free-Tier Account [Hands-On] 04:48
Set up a Billing Alarm [Hands-On] 04:29

Fundamentals of Generative AI

11 lessons - 45 min

GenAI Overview & Use-Cases 03:35
Foundation Models & Amazon Bedrock 03:14
Foundation Models & Amazon Bedrock [Hands-On] 04:46
Foundation Model Lifecycle 03:45
Basics of Large Language Models (LLMs) 04:48
Context Window 01:46
Tokens and Vector Embeddings 05:13
What is a Transformer? 03:37
Text Generation with Amazon Bedrock [Hands-On] 07:42
Basics of GenAI for Images 04:12
Image Generation with Amazon Bedrock [Hands-On] 03:17

Core AWS GenAI Services

11 lessons - 47 min

AWS GenAI Stack of Services 02:03
Amazon Q Business 04:33
Amazon Q Business - Setup [Hands-On] (OPTIONAL) 08:27
Amazon Q Business - Demo [Hands-On] 04:59
Amazon Q Developer 02:03
Amazon Q Developer [Hands-On] 06:29
Generative AI with SageMaker 03:26
Generative AI with SageMaker [Hands-On] 05:59
Amazon AI Chips 02:27
Amazon PartyRock 00:39
Amazon PartyRock [Hands-On] 05:59

Applications of Foundation Models

14 lessons - 56 min

Foundation Model Selection 03:34
Foundation Model Customization 00:42
Prompt Engineering & Prompt Templates 03:18
Prompt Engineering Techniques 04:26
Prompt Engineering [Hands-On] 06:28
Inference Parameters 05:20
Inference Parameters [Hands-On] 04:45
Retrieval Augmented Generation (RAG) 01:43
Retrieval Augmented Generation (RAG) [Hands-On] 06:59
Foundation model training 02:08
Foundation model fine-tuning 04:03
Foundation model fine-tuning [Hands-On] 07:59
Agents with Amazon Bedrock 01:38
Foundation model evaluation 03:34

Fundamentals of AI, ML and DL

16 lessons - 66 min

What is Machine Learning? 06:05
Machine Learning Use-Cases 04:28
Types of Data 03:14
Machine Learning Paradigms 05:13
Deep Learning 05:34
Important Deep Learning Models 05:15
Training Data vs Test Data 03:31
Hyperparameter Tuning 03:03
Bias-Variance Tradeoff 04:12
ML Pipelines 02:31
Amazon SageMaker 02:25
Amazon SageMaker [Hands-On] 08:29
SageMaker Cleanup 02:58
Types of Inference in SageMaker 03:21
Methods for Deploying Models in Production 03:18
MLOps 03:20

Other AWS AI & Machine Learning Services

9 lessons - 31 min

Machine Learning Services Overview - Part 1* 03:15
Amazon Polly [Hands-On]* 01:58
Amazon Transcribe [Hands-On]* 01:59
Amazon Textract [Hands-On]* 01:57
Amazon Personalize [Hands-On]* 05:59
Amazon Rekognition [Hands-On]* 02:57
Amazon Lex [Hands-On]* 04:59
Amazon Comprehend [Hands-On]* 05:59
Amazon Translate [Hands-On]* 01:58

Responsible AI

10 lessons - 36 min

Features of responsible AI 03:51
Amazon Bedrock Guardrails 01:33
Amazon Bedrock Guardrails [Hands-On] 06:26
Legal risks of working with generative AI 03:15
AWS Tools for Responsible AI 02:54
Amazon SageMaker Clarify and Monitor [Hands-On] 02:31
Amazon Augmented AI [Amazon A2I] [Hands-On] 03:20
Interpretability vs Explainability 04:19
Amazon SageMaker Model Cards 02:48
Amazon SageMaker Model Cards [Hands-On] 05:54

Security, Compliance, and Governance for AI Solutions

2 lessons - 2 min

Amazon Macie* 01:03
AWS PrivateLink* 01:45

Practice Exams

1 lessons - 0 min

AWS Certified AI Practitioner - Practice Exam #1

Unique CloudWolf Features

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Expert Guidance from Industry Leaders

Learn from experienced AWS-certified instructors who have taught millions of students. They simplify complex topics and provide practical insights to ensure your success.

Hands-On Learning Backed by the Wolf Pack Community

CloudWolf offers immersive hands-on AWS learning experiences, enhanced by the Wolf Pack Community’s support and expertise. Collaborate with peers, get guidance from experts, and grow your skills as well as your own portfolio in an engaging, real-world learning environment.

Proven AWS Training with Incredible Success Rates

Join thousands of successful students who have achieved their AWS certifications through our expert-led courses. Our training programs boast an almost perfect success rate, and are backed by our “pass, or we pay” offer.

What our students are saying

See how our training has empowered individuals to pass their AWS exams and take their careers to the next level in Cloud Computing.

The cloud community provides an ideal platform for me to harness my diverse experiences, love for problem-solving, and a strong desire to share and grow, all while guided by, and collaborating with Kirill and Hadelin.

TheCloudWolf founders are knowledgeable and passionate about teaching members all about the Cloud. I like that CloudWolf not only offers educational courses to advance my skills but also has a community with discussion forums to interact with other members and the instructors.

I like how the courses are customised for people pursuing different career path. The comprehensive curriculum, practical approach and interactive community have been instrumental in my data science journey.

My experience so far has been great, with good support material, 'straight to the point', and very good energy with my peers and the teachers. I've already finished my first introductory cloud data science course and now I'm starting the path to Cloud Practitioner certification in AWS.

CloudWolf provides a clear, well-structured platform with courses organized into concise, 4-minute videos, plus study guides and beginner handbooks. Members can connect through channels or direct messaging, fostering a growing cloud data science community. I’m excited for future courses and resources.

For the material provided by Kirill and Hadelin, I can say that they are charging in pennies and paying back in pounds, so you'll get much more than what you are investing here.

Meet Your Instructors

Dedicated professionals committed to your success.

Kirill Eremenko

Co-Founder and Instructor

With ten years of experience in online education, Kirill is an industry expert. Having created more than 40 online courses, he has taught over three million students on Udemy.

Kirill’s many qualifications include Certified Cloud Practitioner, Certified AI Practitioner, Certified Solutions Architect (Associate), and Certified Machine Learning Engineer (Associate).

Hadelin de Ponteves

Co-Founder and Instructor

With ten years of experience in online education, Hadelin is an industry expert. Having created more than 40 online courses, he has taught over two million students on Udemy.

Hadelin’s many certifications include Certified Cloud Practitioner, Certified AI Practitioner, Certified Solutions Architect (Associate), and Certified Machine Learning Engineer (Associate).

Sam Bashton

Head Instructor

I’m excited to contribute to the CloudWolf community: I’ve been working with AWS for over 15 years, and I’m just as passionate about the opportunities the cloud offers as the day I started. Now I’m even more excited to join the CloudWolf community to share my knowledge and train people on leveraging AWS to its fullest potential.

Laurent Mathieu

Instructor

AWS certifications offer a solid foundation for advancing in cloud careers, and I’m thrilled to support the next wave of professionals by sharing my passion with the CloudWolf community.

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