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AI Demystified - A Simple Guide for Newcomers · LearnSpace
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courseraПрограммирование

AI Demystified - A Simple Guide for Newcomers

Курс от Packt
Начальный≈ 8.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. You’ll start by exploring the history of AI, its foundational concepts, and the differences between AI, machine learning, and deep learning. As you progress, you'll dive into key AI components like data, algorithms, and models that drive AI systems. The course also covers important machine learning techniques such as supervised, unsupervised, and reinforcement learning, along with deep learning and neural networks. Additionally, you’ll explore natural language processing (NLP) and technologies like large language models (LLMs) and transformers, essential for modern AI applications. The final modules discuss current AI trends, its impact on jobs, and the future of AI, including the potential for superintelligence. Ideal for beginners, IT learners, and professionals exploring AI-driven security tools. No prior cybersecurity experience required; basic computer use helps. By the end, you’ll have a clear understanding of AI’s role in society and its future implications.

Навыки, которые вы освоите

Supervised LearningLarge Language ModelingReinforcement LearningAI literacyMachine Learning MethodsMachine Learning AlgorithmsModel TrainingAI SecurityGenerative AI

Программа курса

8 модулей · 52 учебных материалов

01Welcome to the Course2 материалов

Welcome to the Course

Course PreviewВидеоFull Course ResourcesЧтение
02Introduction to Artificial Intelligence7 материалов

Introduction to Artificial Intelligence

Section PreviewВидео

Учитесь у экспертов

Packt - Course Instructors

Преподаватель курса

AI Demystified - A Simple Guide for Newcomers
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Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 8.4 ч

8 модулей

Язык: Английский

Часть программы вашего университета
What is Artificial IntelligenceВидео
History of Artificial IntelligenceВидео
Key Concepts & TerminologyВидео
AI vs Machine Learning vs Deep LearningВидео
Understanding Artificial Intelligence, Machine Learning, and Deep LearningDIALOGUE
Introduction to Artificial Intelligence - AssessmentЗадание
03The Foundations of Artificial Intelligence7 материалов

The Foundations of Artificial Intelligence

Section PreviewВидеоThe Foundations of Artificial IntelligenceВидеоThe Role of Data in Artificial IntelligenceВидеоAlgorithms & Models in Artificial IntelligenceВидеоAI Capabilities & LimitationsВидеоUnderstanding AI Algorithms and Data ImpactDIALOGUEThe Foundations of Artificial Intelligence - AssessmentЗадание
04Machine Learning Basics9 материалов

Machine Learning Basics

Section PreviewВидеоHow Machines Learn in PracticeВидеоSupervised Learning in ActionВидеоUnsupervised Learning & Pattern RecognitionВидеоReinforcement Learning and Decision MakingВидеоDecision Trees, Regression, and ClusteringВидеоChallenges and Ethical Considerations in Machine LearningВидеоUnderstanding Machine Learning Concepts and TechniquesDIALOGUEMachine Learning Basics - AssessmentЗадание
05Deep Learning and Neural Networks9 материалов

Deep Learning and Neural Networks

Section PreviewВидеоIntroduction to Deep LearningВидеоUnderstanding Neural NetworksВидеоTypes of Neural NetworksВидеоChallenges in Deep LearningВидеоThe Future of Deep LearningВидеоHow Neural Networks LearnВидеоUnderstanding Deep Learning and Neural NetworksDIALOGUEDeep Learning and Neural Networks - AssessmentЗадание
06Natural Language Processing (NLP)8 материалов

Natural Language Processing (NLP)

Section PreviewВидеоIntroduction to NLPВидеоKey NLP Concepts and TechniquesВидеоNLP Models and ApproachesВидеоLarge Language Models (LLMs) and TransformersВидеоSpeech Recognition and Conversational AIВидеоAnalyzing NLP Concepts through ConversationDIALOGUENatural Language Processing (NLP) - AssessmentЗадание
07The Future of Artificial Intelligence7 материалов

The Future of Artificial Intelligence

Section PreviewВидеоCurrent Trends in AI DevelopmentВидеоThe Next Frontier – General AI vs. Narrow AIВидеоAI and the Workforce – Will AI Replace Jobs?ВидеоAI and Superintelligence – Hype or Reality?ВидеоUnderstanding Future Artificial Intelligence: From Narrow to SuperintelligenceDIALOGUEThe Future of Artificial Intelligence - AssessmentЗадание
08Conclusion3 материалов

Conclusion

ConclusionВидеоFull Course Practice AssessmentЗаданиеFull Course AssessmentЗадание