Professional Certificate in Machine Learning: Procurement Essentials
-- ViewingNowThe Professional Certificate in Machine Learning: Procurement Essentials is a valuable course that equips learners with essential skills in machine learning and data analysis for procurement. This program is critical for professionals who want to stay competitive and relevant in today's data-driven business landscape.
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⢠Machine Learning Fundamentals: Introduction to machine learning, supervised and unsupervised learning, regression and classification algorithms.
⢠Data Preprocessing for Machine Learning: Data cleaning, feature engineering, data normalization, and data splitting.
⢠Procuring Machine Learning Tools: Overview of popular machine learning libraries, tools, and platforms, and how to select and acquire them.
⢠Training and Validating Machine Learning Models: Model evaluation metrics, cross-validation, and hyperparameter tuning.
⢠Deploying Machine Learning Models: Model deployment options, scaling, and monitoring.
⢠Ethical Considerations in Machine Learning: Data privacy, bias, discrimination, and model transparency.
⢠Machine Learning in Procurement: Overview of machine learning applications in procurement, including demand forecasting, risk assessment, and supplier selection.
⢠Machine Learning Project Management: Managing machine learning projects, including data management, model development, and deployment.
⢠Machine Learning Case Studies in Procurement: Real-world examples of successful machine learning implementations in procurement.
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