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Principles Of Leadership

This course is designed to provide an introduction to leadership. Its focus is the development of an understanding of leadership theories and styles. You will also learn strategies for successful leadership. The introduction will include: 1) historical, theoretical, and cultural perspectives of leadership, 2) leadership skills and styles and strategies for success, and 3) examination of the responsibilities of leadership.

Contemporary Leadership Applications

This course supplements and integrates previous learning and is designed to provide maximum exposure to various concepts and perspectives of leadership through observational experiences, critical thinking, and self-analysis. It is also designed to allow the demonstration of previously learned leadership theories, styles, and strategies. Students must integrate their personal ethics and vision of leadership in their examination of various contemporary leadership contexts.

Machine Learning

Study of computational principles and techniques that enable software systems to improve their performance by learning from data. Focus on fundamental algorithms, mathematical models and programming techniques used in Machine Learning. Topics include: different learning settings (such as supervised, unsupervised and reinforcement learning), various learning algorithms (such as decision trees, neural networks, k-NN, boosting, SVM, k-means) and crosscutting issues of generalization, data representation, feature selection, model fitting and optimization.

Principles Of Leadership

This course is designed to provide an introduction to leadership. Its focus is the development of an understanding of leadership theories and styles. You will also learn strategies for successful leadership. The introduction will include: 1) historical, theoretical, and cultural perspectives of leadership, 2) leadership skills and styles and strategies for success, and 3) examination of the responsibilities of leadership.

Contemporary Leadership Applications

This course supplements and integrates previous learning and is designed to provide maximum exposure to various concepts and perspectives of leadership through observational experiences, critical thinking, and self-analysis. It is also designed to allow the demonstration of previously learned leadership theories, styles, and strategies. Students must integrate their personal ethics and vision of leadership in their examination of various contemporary leadership contexts.

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