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An Artificial Intelligence course syllabus in Delhi offers a deep dive into the principles, techniques, and applications that power intelligent systems.
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Introduction An offers a deep dive into the principles, techniques, and applications that power intelligent systems. Students explore the algorithms and computational models behind machine learning, natural language processing, robotics, and computer vision, gaining hands-on experience with the tools that allow machines to simulate human-like thinking and decision-making.
Syllabus- Important Facts For artificial intelligence • 1. Introduction to AI • Definition & History: Overview of AI, its evolution, and major milestones. • Types of AI: Narrow AI vs. General AI, and the Turing Test. • AI Applications: Use cases in healthcare, finance, robotics, gaming, and more. • 2. Mathematical Foundations • Linear Algebra: Vectors, matrices, and operations that are critical for data representation and transformations. • Calculus: Optimization techniques like gradient descent that underpin machine learning algorithms.
List of Artificial Intelligence: • 1. Core AI Concepts: • Artificial Intelligence (AI): The simulation of human intelligence in machines that can perform tasks such as learning, reasoning, and problem-solving. • General AI (Strong AI): Hypothetical AI that can understand, learn, and apply intelligence across a broad range of tasks, similar to human cognition. • 2. Algorithms and Techniques: • Support Vector Machines (SVM): A supervised learning model used for classification tasks by finding the hyperplane that best separates the classes. • K-Nearest Neighbors (KNN): A classification algorithm based on the majority class of the nearest data points. • Naive Bayes Classifier: A probabilistic classifier based on Bayes' Theorem, often used for text classification.
Artificial Intelligence Main Courses: • 1. Introduction to Artificial Intelligence • 2. Machine Learning • 3. Deep Learning • 4. Natural Language Processing • 5. Computer Vision • 6. Reinforcement Learning • 7. Capstone Project / AI Research • 8. AI Tools and Frameworks
Artificial Intelligence Courses Syllabus An Artificial Intelligence course syllabus in Delhi typically covers the fundamental concepts of AI, including machine learning (supervised, unsupervised, and reinforcement learning), neural networks, and deep learning.
Conclusion Artificial Intelligence Courses Syllabus in Delhi Its ability to analyze vast amounts of data, learn from experience, and make decisions has opened up new possibilities across fields like healthcare, finance, education, and just about advanced algorithms, but also about ensuring its alignment with human values and creating systems that enhance human potential, fostering a more inclusive, efficient, and sustainable world.
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