Undergraduate Certificate in AI for Cloud-based Logistics
-- ViewingNowThe Undergraduate Certificate in AI for Cloud-based Logistics is a compact, career-oriented course designed to equip learners with essential skills in artificial intelligence and cloud computing for the logistics industry. This course emphasizes the importance of AI-driven logistics solutions in today's digital age, where efficient and optimized supply chains are crucial for business success.
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โข Introduction to Artificial Intelligence (AI): Fundamentals of AI, history, and current applications
โข Cloud Computing: Basics of cloud computing, cloud service models, and cloud deployment models
โข AI in Cloud-based Logistics: Overview of AI applications in logistics, benefits, and challenges
โข Machine Learning (ML): Introduction to ML, supervised and unsupervised learning, and reinforcement learning
โข Deep Learning (DL): Foundations of DL, neural networks, and convolutional neural networks
โข Data Analysis and Visualization: Data preprocessing, exploratory data analysis, and data visualization techniques
โข Optimization Techniques: Linear programming, integer programming, and metaheuristics
โข AI-based Decision Making in Logistics: AI-driven decision making, forecasting, and predictive analytics
โข Ethics and Security in AI: Ethical considerations, data privacy, and security in AI systems
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