К содержимому
learnspaceYOUR NEXT CHAPTER
ПРОСТРАНСТВО ОБУЧЕНИЯ
ГлавнаяКаталог курсовМоё обучениеCoursera

Знания без границ

Учитесь у лучших университетов и компаний мира.

Открыть Coursera
Интеграция
Пространство университета
Моё пространствоСтраница курса
↵
ЯЛичный кабинетСтудент
© 2026 LearnSpaceКаждый день — возможность узнать больше.Помощь
AWS Certified AI Practitioner Exam Prep · LearnSpace
Назад в каталог
courseraIT и технологии

AWS Certified AI Practitioner Exam Prep

Курс от Neal Davis
Начальный≈ 18.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course prepares learners for the AWS Certified AI Practitioner certification while building a strong foundation in artificial intelligence, machine learning, and generative AI on AWS. Designed for professionals working with AI-enabled applications and cloud technologies, the course explains key AI concepts, common use cases, and best practices for implementing AI solutions responsibly. Learners will explore how AI and ML systems work, how generative AI models are applied in real-world scenarios, and how AWS services support the development and deployment of AI-powered applications. The course also focuses on selecting the right AWS tools for different workloads and understanding responsible AI principles such as fairness, transparency, and governance. By the end of the course, learners will have the knowledge required to prepare for the AWS Certified AI Practitioner exam, along with a clear understanding of how AI services are used in modern cloud environments.

Навыки, которые вы освоите

Artificial IntelligenceArtificial Intelligence and Machine Learning (AI/ML)Generative Model ArchitecturesPrompt EngineeringAWS SageMakerData GovernanceMLOps (Machine Learning Operations)Data EthicsAmazon Web ServicesResponsible AILarge Language ModelingAI literacyTaxonomyModel DeploymentGenerative AINatural Language ProcessingModel TrainingModel Evaluation

Программа курса

12 модулей · 132 учебных материалов

01Introduction to Artificial Intelligence8 материалов

Introduction to Artificial Intelligence

Introduction to Artificial IntelligenceВидеоTaxonomy of AIВидеоTraditional vs AI Methods for Solving ProblemsВидеоAI Real-world ApplicationsВидеоBusiness View for AI

Учитесь у экспертов

Neal Davis

Преподаватель курса

Karim ElKobrossy

Преподаватель курса

AWS Certified AI Practitioner Exam Prep
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 18.8 ч

12 модулей

Язык: Английский

Часть программы вашего университета
Видео
Basic Concepts and TerminologiesВидео
Machine Learning LifecycleВидео
Learning Check QuizЗадание
02The ML Development Lifecycle5 материалов

The ML Development Lifecycle

Intro - The ML Development LifecycleВидеоSources of ML ModelsВидеоDeploying ML ModelsВидеоML Operations (MLOps) Core ConceptsВидеоLearning Check QuizЗадание
03Machine Learning15 материалов

Machine Learning

Machine Learning CategoriesВидеоData typesВидеоRegressionВидеоRegression - Model EvaluationВидеоClassificationВидеоClassification - Model EvaluationВидеоDecision TreesВидеоK-means ClusteringВидеоDeep LearningВидеоNatural Language Processing (NLP)ВидеоComputer Vision (CV)ВидеоConvolutional Neural Network (CNN)ВидеоRecurrent Neural NetworkВидеоAI Use CasesВидеоLearning Check QuizЗадание
04ML Models Evaluation and Deployment7 материалов

ML Models Evaluation and Deployment

Intro - ML Models Evaluation and DeploymentВидеоValidation TechniquesВидеоOverfitting/UnderfittingВидеоPreventing OverfittingВидеоBatch TransformВидеоReal-time InferenceВидеоLearning Check QuizЗадание
05Introduction to Generative AI (GenAI)10 материалов

Introduction to Generative AI (GenAI)

Intro - Generative AI (Gen AI)ВидеоDeep Dive Into Gen AIВидеоGenAI Use CasesВидеоMulti-Modal ModelsВидеоTransformers ArchitectureВидеоAdvantages of GenAI in BusinessВидеоDisadvantages of GenAI in BusinessВидеоSelecting Appropriate GenAI ModelsВидеоBusiness Metrics for GenAI ModelsВидеоLearning Check QuizЗадание
06Foundation Models and Applications18 материалов

Foundation Models and Applications

Intro - Foundation Models and ApplicationsВидеоFoundation Model LifecycleВидеоSelection Criteria for Pre-trained ModelsВидеоTweaking Inference ParametersВидео[HOL] Tweaking Inference ParametersВидеоEmbeddings and Vector DatabasesВидеоRetrieval Augmented Generation (RAG)ВидеоRAG Use CasesВидеоRAG in Amazon BedrockВидео[HOL] Amazon Bedrock Knowledge BasesВидеоOptimizing Foundation ModelsВидеоChoosing the Right Approach: Fine-tuning vs RAGВидеоFine-tuning a Foundation Model (Deep Dive)ВидеоData Preparation for Fine-tuningВидеоEvaluating a Foundation ModelВидеоFoundation Model Performance MetricsВидеоBusiness Objectives for Foundation ModelsВидеоLearning Check QuizЗадание
07Prompt Engineering8 материалов

Prompt Engineering

Intro - Prompt EngineeringВидеоWhat is Prompt Engineering?ВидеоPrompt Engineering Use CasesВидеоConcepts and Constructs of Prompt EngineeringВидеоPrompt Engineering TechniquesВидеоPrompt Engineering Best PracticesВидеоRisk and LimitationsВидеоLearning Check QuizЗадание
08AWS GenAI Services and Infrastructure8 материалов

AWS GenAI Services and Infrastructure

Intro - GenAI Services and InfrastructureВидеоAWS Services For GenAIВидеоChoosing Foundation Models and AWS GenAI ServiceВидеоWhy AWS Services for GenAI?ВидеоEC2 for GenAIВидеоWhy AWS Infrastructure For GenAIВидеоCost Tradeoffs of AWS GenAI ServicesВидеоLearning Check QuizЗадание
09AWS Managed AI Services26 материалов

AWS Managed AI Services

AI ServicesВидеоAmazon ComprehendВидеоAmazon TranslateВидео[HOL] Amazon TranslateВидеоAmazon TranscribeВидео[HOL] Amazon TranscribeВидеоAmazon PollyВидео[HOL] Amazon PollyВидеоAmazon RekognitionВидео[HOL] Amazon RekognitionВидеоAmazon TextractВидеоAmazon LexВидеоAmazon PersonalizeВидеоAmazon Augmented AI (Amazon A2I)ВидеоAmazon Fraud DetectorВидеоAmazon KendraВидео[HOL] Amazon KendraВидеоAmazon BedrockВидеоAmazon Bedrock AgentsВидео[HOL] PartyRock (Amazon Bedrock Playground)ВидеоAmazon Q BusinessВидео[HOL] Amazon Q BusinessВидеоAmazon Q AppsВидео[HOL] Amazon Q AppsВидеоAmazon Q DeveloperВидеоLearning Check QuizЗадание
10Amazon SageMaker Services8 материалов

Amazon SageMaker Services

Intro - Amazon SageMaker ServicesВидеоAmazon SageMaker, SageMaker StudioВидеоAmazon SageMaker Ground TruthВидеоAmazon SageMaker Data WranglerВидеоAmazon SageMaker Feature StoreВидеоSageMaker CanvasВидеоAmazon SageMaker Model MonitorВидеоLearning Check QuizЗадание
11Responsible AI10 материалов

Responsible AI

Intro - Responsible AIВидеоFeatures of Responsible AIВидеоAWS Tools for Responsible AIВидео[HOL] Amazon Bedrock GuardrailsВидеоModel Selection Responsible PracticesВидеоGenerative AI Legal RisksВидеоResponsible Dataset CharacteristicsВидеоTransparency, Interpretability and ExplainabilityВидеоPerformance Tradeoff AnalysisВидеоLearning Check QuizЗадание
12Governance for AI Solutions9 материалов

Governance for AI Solutions

Intro - Governance for AI solutionsВидеоAI Security in AWSВидеоDocumenting Data OriginsВидеоData Governance StrategiesВидеоSecurity And Privacy for AI ApplicationsВидеоRegulatory Compliance Standards for AI SystemsВидеоAWS Services for Regulatory ComplianceВидеоFollowing Governance ProtocolsВидеоLearning Check QizЗадание