Nội dung text AI full notes_20230923_223336_0000.pdf
ARTIFICIAL INTELLIGENCE SYLLABUS Module I: Overview of Artificial Intelligence: What is AI, The importance of AI; Knowledge: Introduction, Definition and Importance of knowledge, Knowledge–Based Systems, Representation of Knowledge, Knowledge Organization, Knowledge Manipulation, Acquisition of Knowledge. Module II: Formalized Symbolic Logics: Introduction, Syntax and Semantics for Propositional Logic and FOPL, Properties of Wffs, Conversion to Clausal Form, Inference Rules, The Resolution Principle; Structured Knowledge: Associative Networks, Frame Structures, Conceptual Dependencies and Scripts. Module III: Search and Control Strategies: Preliminary concepts, Examples of Search Problems, Uniformed or blind Search, Informed Search, Searching And-Or graphs; Matching Techniques: Introduction, Structures Used in Matching, Measures for Matching, Partial Matching, The RETE Matching Algorithm. Module IV: Natural Language Processing : Introduction, Overview of Linguistics, Grammars and Languages, Basic Parsing Techniques, Semantic Analysis and Representation Structures, Natural Language Generation, Natural Language Systems; Expert Systems : Introduction, Rule Based System Architecture, Knowledge Acquisition and Validation, Knowledge System Building Tools.
Module I Overview of Artificial Intelligence What is AI, The importance of AI; Knowledge: Introduction, Definition and Importance of knowledge, Knowledge–Based Systems, Representation of Knowledge, Knowledge Organization, Knowledge Manipulation, Acquisition of Knowledge.
2. AI in Finance 3. AI in Gaming 4. AI in Robotics: 1. AI in Healthcare 4. AI in Social Media 3. AI in Data Security Uses/Applications of Artificial Intelligence Artificial Intelligence has a remarkable role in Robotics. AI can be used for gaming purpose. The AI machines can play strategic games like chess, where the machine needs to think of a large number of possible places. In the last, five to ten years, AI becoming more advantageous for the healthcare industry and going to have a significant impact on this industry. Healthcare Industries are applying AI to make a better and faster diagnosis than humans. AI can help doctors with diagnoses and can inform when patients are worsening so that medical help can reach to the patient before hospitalization. AI and finance industries are the best matches for each other. The finance industry is implementing automation, chatbot, adaptive intelligence, algorithm trading, and machine learning into financial processes. The security of data is crucial for every company and cyber-attacks are growing very rapidly in the digital world. AI can be used to make your data more safe and secure. Some examples such as AEG bot, AI2 Platform,are used to determine software bug and cyber-attacks in a better way. Social Media sites such as Facebook, Twitter, and Snapchat contain billions of user profiles, which need to be stored and managed in a very efficient way. AI can organize and manage massive amounts of data. AI can analyze lots of data to identify the latest trends, hashtag, and requirement of different users. o o o o o o o o o