Certificate in Algorithmic Learning Models
-- ViewingNowThe Certificate in Algorithmic Learning Models course is a comprehensive program designed to equip learners with essential skills in machine learning and algorithmic modeling. This course is crucial in today's data-driven world, where businesses increasingly rely on predictive models for decision-making.
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โข Unit 1: Introduction to Algorithmic Learning Models
โข Unit 2: Supervised Learning: Regression and Classification
โข Unit 3: Supervised Learning: Support Vector Machines
โข Unit 4: Unsupervised Learning: Clustering
โข Unit 5: Unsupervised Learning: Dimensionality Reduction
โข Unit 6: Neural Networks and Deep Learning
โข Unit 7: Reinforcement Learning: Markov Decision Processes
โข Unit 8: Natural Language Processing: Text Preprocessing
โข Unit 9: Natural Language Processing: Topic Modeling
โข Unit 10: Evaluation Metrics for Algorithmic Learning Models
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