Global Certificate in AI for High-Performance Software
-- ViewingNowThe Global Certificate in AI for High-Performance Software is a crucial course designed to empower learners with essential AI skills for career advancement. This program focuses on high-performance software, a critical aspect of modern AI systems, and covers key topics such as machine learning, deep learning, and neural networks.
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โข Introduction to Artificial Intelligence & High-Performance Software
โข Mathematics for AI: Linear Algebra, Probability, and Statistics
โข Machine Learning Fundamentals: Supervised, Unsupervised, and Reinforcement Learning
โข Deep Learning: Neural Networks, Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs)
โข Natural Language Processing (NLP): Text Analysis, Sentiment Analysis, Named Entity Recognition (NER)
โข Computer Vision: Object Detection, Image Recognition, Tracking
โข AI Ethics and Bias: Responsible AI, Data Privacy, Algorithmic Fairness
โข AI Infrastructure & Deployment: Containerization, Orchestration, Cloud Computing
โข Advanced AI Topics: Generative Adversarial Networks (GANs), Reinforcement Learning, Transfer Learning
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