Undergraduate Certificate in AI and Machine Learning in Software Quality Assessment
-- ViewingNowThe Undergraduate Certificate in AI and Machine Learning in Software Quality Assessment is a vital course designed to meet the growing industry demand for professionals with expertise in AI and machine learning. This certificate course equips learners with essential skills to excel in the rapidly evolving field of software quality assessment.
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โข Unit 1: Introduction to AI & Machine Learning in Software Quality Assessment
โข Unit 2: Fundamentals of Programming & Data Structures
โข Unit 3: Mathematics for AI & Machine Learning (e.g., linear algebra, calculus)
โข Unit 4: Statistical Analysis & Probability Theory
โข Unit 5: Data Preprocessing & Feature Engineering
โข Unit 6: Supervised Learning Algorithms in AI (e.g., regression, decision trees)
โข Unit 7: Unsupervised Learning Algorithms in AI (e.g., clustering, dimensionality reduction)
โข Unit 8: Deep Learning & Neural Networks
โข Unit 9: AI in Software Testing & Defect Prediction
โข Unit 10: Ethical Considerations & Bias in AI & Machine Learning
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