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Master AI Skills: Analyze, Build & Deploy Systems · LearnSpace
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Master AI Skills: Analyze, Build & Deploy Systems

Курс от EDUCBA
Начальный≈ 10.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Learners will analyze language and vision data, apply AI models, evaluate generative outputs, and implement scalable deployment strategies across real-world environments. This comprehensive course empowers learners to understand how NLP, Computer Vision, Robotics, and Generative AI work together to drive modern intelligent systems. Through hands-on examples, practical labs, and real case studies, learners gain the ability to interpret text and image data, automate workflows, detect and mitigate AI hallucinations, and deploy GenAI applications using platforms like AWS Bedrock, Anthropic, and VLLM. They also explore cutting-edge AI tools that accelerate creativity, productivity, and innovation across professional domains. What makes this course unique is its end-to-end approach—from foundational AI concepts to advanced deployment techniques—combined with clear, scenario-based learning and industry-aligned assessments. By mastering both theory and practice, learners leave equipped with job-ready skills to build, optimize, and responsibly deploy AI-powered solutions in diverse sectors.

Навыки, которые вы освоите

Computer VisionReinforcement LearningRoboticsAI IntegrationsAI WorkflowsModel DeploymentModel EvaluationNatural Language ProcessingGenerative AIApplication DeploymentAI powered creativityScalabilityImage AnalysisAmazon BedrockAI SecurityArtificial IntelligenceLarge Language Modeling

Программа курса

5 модулей · 69 учебных материалов

01Foundations of NLP & Computer Vision17 материалов

Understanding Natural Language Processing

Basics of NLPВидеоText PreprocessingВидеоText ClassificationВидеоUnderstanding Natural Language ProcessingЗадание

Advanced NLP Tasks

Учитесь у экспертов

EDUCBA

Преподаватель курса

Master AI Skills: Analyze, Build & Deploy Systems
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 10.2 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Испанский, Японский

Часть программы вашего университета
Named Entity Recognition (NER)Видео
Sentiment AnalysisВидео
Language Generation Models (BERT, GPT)Видео
Advanced NLP TasksЗадание

Visual Intelligence Essentials

Image Processing BasicsВидеоFeature ExtractionВидеоObject DetectionВидеоImage SegmentationВидеоImage GenerationВидеоVisual Intelligence EssentialsЗаданиеInterpreting Language & Visual Data for Real-World AI SolutionsDIALOGUEFoundations of NLP & Computer VisionЗаданиеRecommending NLP & Computer Vision Solutions for a Real-World Use CaseDIALOGUE
02AI in Robotics8 материалов

Introduction to Robotics & AI

Introduction to RoboticsВидеоAI Technologies Used in RoboticsВидеоHow AI used in RoboticsВидеоIntroduction to Robotics & AIЗадание

Intelligent Robotics in Action

Reinforcement Learning in RoboticsВидеоIntroductionВидеоIntelligent Robotics in ActionЗаданиеAI in RoboticsЗадание
03Generative AI & Hallucinations13 материалов

Exploring Generative AI

Examples of Generative AIВидеоExamples of HallucinationsВидеоExploring Generative AIЗадание

Understanding Hallucinations in Depth

Causes of Hallucination in GenAIВидеоTypes of HallucinationВидеоUnderstanding Hallucinations in DepthЗадание

Managing and Evaluating AI Outputs

Detection and Evaluation of HallucinationsВидеоMitigation StrategiesВидеоAdvanced TechniquesВидеоCase Studies and Practical ApplicationsВидеоQuizВидеоManaging and Evaluating AI OutputsЗадание
04GenAI Integration & Deployment15 материалов

Deployment Foundations

Introduction to Integration and Deployment of GenAIВидеоUnderstanding the Development LandscapeВидеоKey Considerations for DevelopmentВидеоDeployment FoundationsЗадание

Deployment Strategies & Best Practices

Evaluating Deployment Method and VendorsВидеоCase Studies and Best PracticesВидеоDeployment Strategies & Best PracticesЗадание

Platforms for GenAI Deployment

AWS BedrockВидеоAnthropicВидеоVLLMВидеоPractical Examples and Best PracticesВидеоHands on Labs and ProjectsВидеоThink You Know AI DeploymentsВидеоPlatforms for GenAI Deployment
05Mastering Modern AI Tools16 материалов

Productivity & Innovation Tools (Part 1)

AI Tools Part 1ВидеоAI Tools Part 2ВидеоAI Tools Part 3ВидеоProductivity & Innovation Tools (Part 1)Задание

Applied AI Toolkits (Part 2)

AI Tools Part 4ВидеоAI Tools Part 5ВидеоAI Tools Part 6ВидеоApplied AI Toolkits (Part 2)Задание

Advanced AI Tools for Professionals (Part 3)

AI Tools Part 7ВидеоAI Tools Part 8ВидеоAI Tools Part 9ВидеоAI Tools Part 10ВидеоAI Tools Part 11ВидеоAdvanced AI Tools for Professionals (Part 3)ЗаданиеMastering Modern AI Tools
Generative AI & HallucinationsЗадание
Задание
GenAI Integration & DeploymentЗадание
Задание
Designing an End-to-End AI Strategy for a Real-World OrganizationDIALOGUE