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INTRODUCTION TO ARTIFICIAL INTELLIGENCE & MACHINE LEARNING
Introduction to AI & Machine LearningStep into the fascinating world of Artificial Intelligence (AI) and Machine Learning (ML)! This beginner-friendly ...
course is designed to help anyone—students, professionals, or curious minds—understand the core concepts, applications, and future possibilities of AI without requiring any prior coding experience.Throughout the course, you will:Learn what AI and ML are, how they differ, and why they matter in today’s world.Explore the types of Machine Learning and how data powers intelligent systems.Get a high-level understanding of Deep Learning and Neural Networks.Interact with AI tools and platforms, even with no coding skills.Understand the ethical, social, and career implications of AI in modern life.By the end of this course, you will have a solid foundation in AI and ML concepts, the confidence to explore AI tools, and insight into how AI is shaping the world—and your future career.Perfect for beginners, curious learners, and anyone wanting to start their AI journey!
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MODULE 1: Introduction to Artificial Intelligence
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1What is Artificial Intelligence? (Simple Explanation)Video lesson
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2History and evolution of AIVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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3Types of AI: Narrow AI vs. General AI vs. Superintelligent AIVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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4AI vs Human IntelligenceVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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5Real-world applications of AIVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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6Quiz Questions20 questionsThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
MODULE 2: Introduction to Machine Learning
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7What is Machine Learning?Video lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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8Difference between AI, ML, and Deep LearningVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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9Why Machine Learning is importantVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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10Examples of ML in daily lifeVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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11Quiz Questions15 questionsThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
MODULE 3: Types of Machine Learning
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12Supervised LearningVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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13Unsupervised LearningVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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14Reinforcement LearningVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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15Quiz Questions15 questionsThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
MODULE 4: Data Fundamentals for AI & ML
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16What is Data? (Beginner Friendly)Video lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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17Structured vs unstructured dataVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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18Data collectionVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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19Data quality and biasVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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20Importance of data in MLVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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21Quiz Questions19 questionsThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
MODULE 5: Machine Learning Models (Conceptual)
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22What is a model?Video lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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23Training vs testingVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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24Overfitting and underfittingVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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25Confusion Matrix, Accuracy, Precision, Recall & F1 ScoreVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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26Quiz Questions20 questionsThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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Course details
Lectures
21
Quizzes
5
Level
Beginner
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