Certificate in Machine Learning Applications: High-Performance Results
-- ViewingNowThe Certificate in Machine Learning Applications: High-Performance Results course is a comprehensive program designed to equip learners with essential skills for career advancement in the high-demand field of machine learning. This course covers key topics such as data mining, predictive modeling, and big data analytics, providing learners with a solid foundation in machine learning concepts and applications.
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โข Unit 1: Introduction to Machine Learning Applications
โข Unit 2: Data Preprocessing for High-Performance Machine Learning
โข Unit 3: Supervised Learning Algorithms
โข Unit 4: Unsupervised Learning Algorithms
โข Unit 5: Feature Engineering and Selection
โข Unit 6: Model Evaluation and Validation
โข Unit 7: High-Performance Computing for Machine Learning
โข Unit 8: Deep Learning and Neural Networks
โข Unit 9: Natural Language Processing and Text Analytics
โข Unit 10: Real-World Machine Learning Applications and Case Studies
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- ThreeFourHoursPerWeek
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