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Syllabus of Linear Algebra in AI The syllabus of Linear Algebra relevant to Artificial Intelligence typically covers fundamental concepts and techniques that are essential for understanding and implementing AI algorithms, particularly in the areas of machine learning, computer vision, and natural language processing. : 1. Vectors and Vector Spaces Definition of vectors Vector operations: addition, … Read more
Artificial Intelligence and Machine Learning Course Syllabus in Hindi Introduction to AI and ML in Hindi Course Overview यह कोर्स कृत्रिम बुद्धिमत्ता (AI) और मशीन लर्निंग (ML) के सिद्धांतों, तकनीकों और अनुप्रयोगों का व्यापक परिचय प्रदान करता है। छात्र AI की गणितीय और कम्प्यूटेशनल नींव के साथ-साथ ML मॉडल विकसित करने और लागू करने में … Read more
Mathematics of Artificial Intelligence in hindi Artificial Intelligence (AI) mathematics को समझना महत्वपूर्ण है ताकि विभिन्न AI Algorithms कैसे काम करते हैं, यह समझा जा सके। यह अध्याय आमतौर पर AI तकनीकों के अंतर्निहित प्रमुख गणितीय अवधारणाओं को कवर करता है, जिनमें शामिल हैं: Linear Algebra Probability and Statistics Calculus Optimization Discrete Mathematics आइए इन … Read more
Mathematical Foundations of Artificial Intelligence The Mathematical Foundations of Artificial Intelligence (AI) are essential for understanding how various AI algorithms work. This chapter typically covers key mathematical concepts that underpin AI techniques, including: Linear Algebra Probability and Statistics Calculus Optimization Discrete Mathematics Let’s go over a brief overview of each of these areas: 1. Linear … Read more
Introduction to Artificial Intelligence Artificial Intelligence (AI) is one of the most transformative technologies of the 21st century. It refers to the simulation of human intelligence processes by machines, especially computer systems. These processes include learning, reasoning, problem-solving, perception, and language understanding. AI systems are designed to mimic cognitive functions such as “learning” and “problem-solving,” … Read more
Chapter 1: Introduction to Artificial Intelligence in Hindi आर्टिफिशियल इंटेलिजेंस (AI) 21वीं सदी की सबसे महत्वपूर्ण तकनीकों में से एक है। यह मशीनों द्वारा मानव बुद्धिमत्ता जैसी प्रक्रियाओं की नकल करने को संदर्भित करता है, खासकर कंप्यूटर सिस्टम द्वारा। इन प्रक्रियाओं में सीखना, तर्क करना, समस्या सुलझाना, धारणा और भाषा समझना शामिल हैं। एआई सिस्टम … Read more
Artificial Intelligence and Machine Learning Course Syllabus Course Overview This course provides a comprehensive introduction to the principles, techniques, and applications of Artificial Intelligence (AI) and Machine Learning (ML). Students will gain a solid foundation in the mathematical and computational underpinnings of AI, as well as hands-on experience in developing and applying ML models. Course … Read more