Generative AI on AWS - Get Certified as an AWS AI Practitioner in 7+ HOURS
Designed for aspiring AI professionals, developers, and cloud practitioners, this course gives you the skills and confidence to ace foundational certifications and contribute meaningfully to cutting-edge AI solutions. Ace the AWS Certified AI Practitioner exam and get certified!
This course includes.
Curriculum & lectures.
+ Welcome 2 lectures Preview
+ Data Center Essentials for Certifications 1 lecture
+ AWS Cloud Practioner Essentials for Certifications 5 lectures
+ Explain basic AI concepts and terminologies 5 lectures
+ Identify practical use cases for AI 5 lectures
+ Describe the ML development lifecycle 6 lectures
+ Explain the basic concepts of generative AI 3 lectures
+ Understand the capabilities and limitations of generative AI for solving business problems 4 lectures
+ Describe AWS infrastructure and technologies for building generative AI applications 4 lectures
+ Describe design considerations for applications that use foundation models 6 lectures
+ Choose effective prompt engineering techniques 4 lectures
+ Describe the training and fine-tuning process for foundation models 3 lectures
+ Describe methods to evaluate foundation model performance 2 lectures
+ Explain the development of AI systems that are responsible 7 lectures
+ Recognize the importance of transparent and explainable models 4 lectures
+ Explain methods to secure AI systems 3 lectures
About this course.
â Learn core AI terminologyâunderstand the difference between AI, ML, deep learning, and neural networks
â Explore data types and inferencing models including batch and real-time approaches
â Dive into supervised, unsupervised, and reinforcement learning frameworks
â Master foundational generative AI concepts: transformers, diffusion models, embeddings, RAG, and more
â Understand the full lifecycle of foundation modelsâfrom data selection to fine-tuning and deployment
â Apply foundation models to real-world use cases like chatbots, summarization, code generation, and customer support
â Gain insight into performance metrics like BLEU, ROUGE, and BERTScore
â Make smart, cost-effective choices in model selection, customization, and inference parameters
â Secure your AI applications with AWS tools, IAM policies, encryption practices, and data lineage controls
â And much more!
đ§ Boost your learning experience with engaging toolsâexecutable coding questions, flashcards, quizzes, and moreâto help you effortlessly grasp and remember essential concepts.
đ Includes downloadable resources and lifetime access.
If you're ready to gain fluency in the language of AI, contribute to responsible innovation, and position yourself for high-impact roles in one of the worldâs fastest-evolving tech frontiersâenroll now and transform your future.
Taught by people who ship.
Alex Kropf
Mammoth Club's CLO, public speaker, consultant, IT author and Senior Software Developer. Alex has produced best-selling courses, books and workshops for Mammoth Club, Course Pro and our clients since 2016.
Ready to start building?
Designed for aspiring AI professionals, developers, and cloud practitioners, this course gives you the skills and confidence to ace foundational certifications and contribute meaningfully to cutting-edge AI solutions. Ace the AWS Certified AI Practitioner exam and get certified!