Postgraduate Certificate in AI for Data Science.
-- ViewingNowThe Postgraduate Certificate in AI for Data Science is a comprehensive course designed to meet the growing industry demand for AI and data science professionals. This certificate course emphasizes the importance of AI in data science, providing learners with essential skills to excel in this high-growth field.
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โข Introduction to Artificial Intelligence (AI) & Data Science
โข Mathematics for AI: Linear Algebra, Calculus, Probability & Statistics
โข Machine Learning Fundamentals: Supervised, Unsupervised & Reinforcement Learning
โข Deep Learning: Neural Networks, Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN) & Long Short-Term Memory (LSTM)
โข Natural Language Processing (NLP): Text Preprocessing, Sentiment Analysis, Named Entity Recognition & Topic Modeling
โข Computer Vision: Image Recognition, Object Detection & Semantic Segmentation
โข AI Applications in Industry: Healthcare, Finance, Retail & Manufacturing
โข Ethical Considerations in AI: Bias, Fairness, Transparency & Privacy
โข Capstone Project: Design & Implement an AI solution to a real-world problem
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