Global Certificate in AI & Machine Learning in Business
-- ViewingNowThe Global Certificate in AI & Machine Learning in Business is a comprehensive course designed to meet the surging industry demand for AI and ML skills. This certificate program emphasizes the practical application of AI and ML technologies in business environments, making it ideal for professionals seeking to drive data-driven business transformation.
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โข Introduction to AI & Machine Learning in Business: Overview of AI and ML, their applications in business, benefits, and challenges.
โข Data Preparation for AI & ML: Data collection, cleaning, preprocessing, and feature engineering.
โข Supervised Learning: Linear regression, logistic regression, decision trees, random forest, and support vector machines.
โข Unsupervised Learning: Clustering, dimensionality reduction, and association rules.
โข Deep Learning: Artificial neural networks, convolutional neural networks, and recurrent neural networks.
โข Natural Language Processing (NLP): Text processing, sentiment analysis, and topic modeling.
โข AI & ML Ethics and Regulations: Bias, fairness, transparency, privacy, and legal considerations.
โข AI & ML Project Management: Planning, execution, monitoring, and controlling AI and ML projects.
โข AI & ML in Business Functions: Marketing, sales, finance, operations, and human resources.
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