Columbia Engineering online Artificial Intelligence (AI) program

The AI executive education program is centered on building knowledge through the following: the provision and facilitation of insightful instruction, vigorous discussion, and meaningful peer collaboration. Learners have the opportunity to bolster their skill sets through a range of assessments, quizzes, exercises, and projects. The main curriculum consists of six core courses:

• Intro to AI and Business for AI: Discover how AI and machine learning applications can transform customer service, sales, and marketing strategy across a range of industries.
• Algorithms and Machine Learning: Learn to design and analyze efficient algorithms, such as sorting and searching, dynamic programming, and regression and classification.
• Neural Networks and Deep Learning (DL): Explore the theoretical underpinnings and practical applications of neural networks and DL in solving challenges in your business context.
• Natural Language Processing and Speech: Examine the real-world applications of language modeling, such as text generation, machine translation, information extraction, and automatic summarization.
• Computer Vision and Robotics: Learn how algorithms integrate with the physical world via mechanisms such as image sensing, processing and filtering, segmentation, and object recognition.
• Security, Privacy, Policy: Investigate how data security and privacy relate to data mining and storage, and study the legal, social, and policy development frameworks that apply.