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Discipline: Certificate: Artificial Intelligence in Business - M0671

Course Name	Course Number	Objectives
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.