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Student Learning Outcomes

Discipline: Certificate: Artificial Intelligence in Business - M0671
Course Name Course Number
Deep Learning in Business CISB 62
  • Use convolutional neural networks (CNNs) to solve real-world business use cases
  • Use artificial neural network (ANN) to solve real-world business challenges.
Machine Learning in Business CISB 60
  • Implement reinforcement learning algorithms in business.
  • Implement unsupervised learning algorithms in business.
  • Implement supervised learning algorithms in business
  • Articulate the basic concepts and functioning of machine learning as well as its deployment in the business context.
  • Be able to select, design, and implement various machine learning algorithms in a range of real-world business applications.
  • Have a good understanding of the fundamental issues and challenges of machine learning: data, model selection, model complexity, etc.
Natural Language Processing in Business CISB 63
  • Convert text and words to vectors using term frequency-inverse document frequency (TF-IDF) and word2vec.
  • Tokenize text so it can be processed as symbols.
  • Gain practical hands-on natural language processing and its implementation in business.