Published 7/2024
Created by Destin Learning
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 27 Lectures ( 2h 50m ) | Size: 1.61 GB
Foundations and Principles of Artificial Intelligence
What you’ll learn:
Discover the basic history of how the artificial intelligence field has evolved.
Explore examples of how artificial intelligence technology is changing the modern world.
Learn the different domains of artificial intelligence.
Examine the current trends and challenges in artificial intelligence.
Requirements:
No experience needed with AI, I assume you are a complete beginner.
Description:
Welcome to “Introduction to Artificial Intelligence”, a comprehensive guide designed to immerse students, professionals, and enthusiasts into the transformative world of AI. This course offers a blend of historical context, fundamental concepts, and hands-on experience across the major branches of AI, equipped with interactive quizzes and case studies to enhance understanding and engagement.1.0 IntroductionEmbark on a journey into the realm of artificial intelligence, exploring its significance and omnipresence in the modern world. Understand the pivotal role AI plays across various sectors, revolutionizing how we work, interact, and solve complex problems. This course is tailored for a broad audience, including beginners and those seeking to deepen their understanding of AI, emphasizing an intuitive approach over technical complexity.2.0 History of Artificial IntelligenceDive into the rich history of AI, from its philosophical origins to groundbreaking milestones. Learn about the evolution from symbolic AI to the advent of machine learning and deep learning, solidified with a quiz to test your knowledge.3.0 Fundamentals of Artificial IntelligenceCompare human intelligence to artificial intelligence, exploring the nuances and similarities. Grasp key AI concepts, including algorithms, data, and the mechanisms of learning. Get a solid foundation in machine learning, deep learning, and neural networks, culminating in a quiz.4.0 Major Branches of AIExplore the diverse branches of AI, from machine learning to expert systems. Participate in hands-on labs to gain practical experience in each area, followed by a comprehensive quiz to assess your understanding.5.0 Tools and Technologies in AILearn about the essential programming languages and tools that power AI development. Discover the frameworks and libraries that are integral to AI research and application. Understand the hardware requirements for AI, including GPUs and TPUs.6.0 Ethics and Challenges in AINavigate through the ethical landscape of AI, discussing bias, fairness, privacy, and security. This section emphasizes the importance of ethical considerations in AI development, reinforced with a quiz.7.0 AI in PracticeDelve into real-world applications of AI across different industries. Analyze case studies to understand the practical impact of AI technologies. Consider the future of employment and how AI shapes job landscapes.8.0 The Future of AIExplore emerging trends, including quantum computing and AI’s role in healthcare. Discuss the potential paths towards achieving Artificial General Intelligence (AGI). Engage with predictions about the future impact of AI on society.9.0 Getting Started with AIChart your educational path in the AI domain. Learn about the skills, roles, and career opportunities in the rapidly evolving field of AI. Discover resources and communities for AI enthusiasts to further their knowledge and network.10.0 ConclusionInsights about the author and their journey in the AI field. Target Audience: This course is perfect for students, professionals in related fields, and anyone curious about the inner workings and implications of artificial intelligence in our world today.Course Format: Engage with a mix of lectures, interactive quizzes, and case studies, designed to cater to various learning styles and provide a comprehensive understanding of AI.
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