Postgraduate Certificate in AI Algorithms in Data Science
-- ViewingNowThe Postgraduate Certificate in AI Algorithms in Data Science is a comprehensive course designed to equip learners with essential skills in artificial intelligence (AI) and machine learning algorithms. This course is critical for career advancement as AI becomes increasingly integral to data science, impacting all industries.
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โข Unit 1: Introduction to AI & Machine Learning Algorithms in Data Science
โข Unit 2: Supervised Learning Algorithms: Regression & Classification
โข Unit 3: Unsupervised Learning Algorithms: Clustering & Dimensionality Reduction
โข Unit 4: Deep Learning Algorithms & Neural Networks
โข Unit 5: Reinforcement Learning Algorithms: Q-Learning & Deep Q Networks
โข Unit 6: Natural Language Processing Algorithms & Applications
โข Unit 7: Computer Vision Algorithms & Object Detection
โข Unit 8: Evaluation Metrics for AI Algorithms in Data Science
โข Unit 9: Optimization Techniques for AI Algorithms
โข Unit 10: Ethical Considerations & Bias in AI Algorithms
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