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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⢠Unit 1: Introduction to AI & Machine Learning Algorithms in Data Science
⢠Unit 2: Supervised Learning Algorithms: Regression & Classification
⢠Unit 3: Unsupervised Learning Algorithms: Clustering & Dimensionality Reduction
⢠Unit 4: Deep Learning Algorithms & Neural Networks
⢠Unit 5: Reinforcement Learning Algorithms: Q-Learning & Deep Q Networks
⢠Unit 6: Natural Language Processing Algorithms & Applications
⢠Unit 7: Computer Vision Algorithms & Object Detection
⢠Unit 8: Evaluation Metrics for AI Algorithms in Data Science
⢠Unit 9: Optimization Techniques for AI Algorithms
⢠Unit 10: Ethical Considerations & Bias in AI Algorithms
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