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AI & Deep Learning Concepts and Applications · LearnSpace
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AI & Deep Learning Concepts and Applications

Курс от Simplilearn
Начальный≈ 5.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This comprehensive Artificial Intelligence and Deep Learning program will equip you with the knowledge and practical skills to thrive in the rapidly evolving AI landscape. You’ll master AI fundamentals, machine learning techniques, and deep learning frameworks to address real-world challenges and drive innovation. By the end of this course, you will be able to: - Master AI Fundamentals: Understand AI concepts, applications, and top technologies driving transformation across industries. - Apply Machine Learning Techniques: Differentiate between supervised, unsupervised, and reinforced learning, and apply them to solve complex problems. - Understand Neural Networks: Learn how neural networks function, their various types, and their applications in Deep Learning. - Develop TensorFlow Expertise: Gain hands-on experience with TensorFlow and Python to build and implement neural network models. - Analyze AI’s Impact: Explore ethical implications, potential risks, and the future of AI in transforming businesses and industries. Guided by experts, you’ll acquire practical skills and insights to apply AI, Machine Learning, and Deep Learning technologies effectively across diverse domains.

Навыки, которые вы освоите

Deep LearningMachine LearningTensorflowArtificial IntelligenceUnsupervised LearningData EthicsDigital TransformationSupervised LearningResponsible AIModel TrainingMachine Learning AlgorithmsAI literacyApplied Machine LearningArtificial Neural NetworksMachine Learning MethodsReinforcement Learning

Программа курса

2 модулей · 32 учебных материалов

01Foundations of Artificial Intelligence and Machine Learning16 материалов

Understanding Artificial Intelligence

Course SyllabusЧтениеWhat is Artificial Intelligence?ВидеоIntroduction to Artificial IntelligenceВидеоHow To Become An Intelligence Engineer?Видео

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Simplilearn Instructor

Преподаватель курса

AI & Deep Learning Concepts and Applications
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 5.6 ч

2 модулей

Язык: Английский

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

Часть программы вашего университета
Artificial Intelligence ApplicationsВидео
Top 10 Artificial Intelligence ApplicationsВидео
Types Of Artificial IntelliegenceВидео
Should We Be Afraid of Artificial Intelligence?Видео
Future of AIВидео
Introduction to AIЧтение

Introduction to Machine Learning

Introduction to Machine LearningВидеоTypes of Machine LearningВидеоThe Right Machine Learning SolutionВидеоMachine Learning AlgorithmsВидеоArtificial Intelligence and Machine LearningЧтениеFoundations of Artificial Intelligence and Machine LearningЗадание
02 Deep Learning, Neural Networks, and Reinforcement Learning16 материалов

Introduction to Deep Learning

What is Deep Learning?ВидеоWhat is Neural Network?ВидеоTypes of Neural NetworkВидеоHow Neural Network Work?Видео

TensorFlow for Deep Learning

Introduction to TensorflowВидеоTensorFlow Implementation using Python (Part 1)ВидеоTensorFlow Implementation using Python (Part 2)ВидеоTensorFlow Implementation using Python (Part 3)Видео

Reinforcement Learning and AI Model Comparisons

Reinforcement LearningВидеоImportant termsВидеоMarkovs Decision ProcessВидеоReinforcement Learning Demo Part 1ВидеоReinforcement Learning Demo Part 2ВидеоSupervised vs Unsupervised vs Reinforcement LearningВидео
Deep Learning Concepts and ApplicationsЧтение
Assessment for AI & Deep Learning Concepts and ApplicationsЗадание