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Lecture 0 Intro to AI 2 месяца назад


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Lecture 0 Intro to AI

AI for Engineers Lecture Series. Lecture 0 - Introduction to AI This is part of Liu Lecture Series for AI Engineers. Lecture 0: Introduction to AI Lecture 1: AI Basics Lecture 2: AI Tools Lecture 3: Linear Models Lecture 4: Decision Trees Lecture 5: Support Vector Machines Lecture 6: Bayesian Algorithms Lecture 7: Artificial Neural Networks Lecture 8: Deep Learning Lecture 9: Ensemble Learning Lecture 10: Clustering Lecture 11: Dimensionality Reduction Lecture 12: Anomaly Detection Lecture 13: Association Rule Learning Lecture 14: Value-Based Reinforcement Learning Lecture 15: Policy-Based Reinforcement Learning More associated learning materials are available at https://ai-engineer.org. The textbook is "Artificial Intelligence for Engineers: Basics and Implementations" by Leo Liu at the University of Virginia (liurg.org). You can also choose to learn through a Canvas course or a Coursera specialization (course series). You can also find the entrance at ai-engineer.org. You can find lab practice problems, datasets, and projects in these courses. More detailed and updated code for implementing basic AI algorithms can be found on the corresponding GitHub repository.

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