CIS 5523 - Applied AI: Solutions for Business and Technology

Credits: 3
This course provides a comprehensive introduction to Artificial Intelligence (AI), exploring its transformative impact across industries and addressing the growing global demand for AI skills. Students will delve into recent developments in Deep Learning, Reinforcement Learning, Natural Language Processing, Computer Vision, and Robotics, while gaining hands-on experience with modern deep learning frameworks like Keras. The curriculum focuses on solving five real-world challenges: Customer Churn prediction using Artificial Neural Networks, Image Recognition with Convolutional Neural Networks, Stock Price forecasting using Recurrent Neural Networks, building Recommender Systems, and Natural Language Processing applications. By working with real world datasets and business problems, students will develop practical skills in applying AI solutions, preparing them for high-demand roles in this rapidly growing field. The course aims to equip participants with both fundamental AI concepts and practical expertise, enabling them to navigate and contribute to the AI-driven future of business and technology.