Information Systems Courses, Undergraduate Programs at Northwestern University School of Professional Studies - Northwestern School of Professional Studies

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Information Systems courses carry science credit.

CIS 360-DL : AI with Deep Learning

Description

AI is one of the most transformational technologies and has potential to expand human creativity and ingenuity. This course focuses on AI algorithms and deep learning techniques that can be used for AI powered problem solving, object detection & tracking, speech recognition, behavioral cloning and more. Students build practical applications using various AI/Deep Learning algorithms in Python programming. In this hands-on course, students use deep reinforcement learning, transfer learning, deep learning for computer vision, GANs and its application in various AI-based scenarios. Popular open source libraries Tensorflow, PyTorch, OpenCV, Scikit-learn and others are used for multiple programming assignments and the final project. This course is conducted completely online. A technology fee will be added to tuition. Prerequisite: CIS 324 Applied Data Science or equivalent. Previous experience in programming and strong knowledge of mathematics and statistics will be important to learn data science.