Masterclass Certificate in Decision Making & Machine Learning
-- ViewingNowThe Masterclass Certificate in Decision Making & Machine Learning is a comprehensive course that equips learners with essential skills in data-driven decision making and machine learning algorithms. This course is critical for professionals in today's data-driven world, where the ability to make informed decisions based on data is in high demand.
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โข Unit 1: Introduction to Decision Making & Machine Learning
โข Unit 2: Fundamentals of Probability and Statistics
โข Unit 3: Supervised Learning: Regression Analysis
โข Unit 4: Supervised Learning: Classification Techniques
โข Unit 5: Unsupervised Learning: Clustering Algorithms
โข Unit 6: Reinforcement Learning and Sequential Decision Making
โข Unit 7: Feature Engineering and Selection
โข Unit 8: Bias-Variance Tradeoff and Overfitting Prevention
โข Unit 9: Evaluation Metrics and Model Selection
โข Unit 10: Real-world Applications and Ethical Considerations
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