Professional Certificate in Machine Learning Algorithms for Team Management
-- ViewingNowThe Professional Certificate in Machine Learning Algorithms for Team Management is a comprehensive course designed to meet the surging industry demand for machine learning expertise. This program equips learners with essential skills to lead and manage data science teams, making them highly valuable in today's data-driven business landscape.
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⢠Unit 1: Introduction to Machine Learning Algorithms
⢠Unit 2: Supervised Learning: Regression and Classification Algorithms
⢠Unit 3: Supervised Learning: Support Vector Machines (SVM) and K-Nearest Neighbors (KNN)
⢠Unit 4: Unsupervised Learning: Clustering Algorithms
⢠Unit 5: Dimensionality Reduction Techniques
⢠Unit 6: Ensemble Learning Methods
⢠Unit 7: Neural Networks and Deep Learning
⢠Unit 8: Evaluation Metrics for Machine Learning Models
⢠Unit 9: Implementing Machine Learning Algorithms in a Team Setting
⢠Unit 10: Best Practices for Machine Learning Model Deployment
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