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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⢠Introduction to Artificial Intelligence & High-Performance Software
⢠Mathematics for AI: Linear Algebra, Probability, and Statistics
⢠Machine Learning Fundamentals: Supervised, Unsupervised, and Reinforcement Learning
⢠Deep Learning: Neural Networks, Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs)
⢠Natural Language Processing (NLP): Text Analysis, Sentiment Analysis, Named Entity Recognition (NER)
⢠Computer Vision: Object Detection, Image Recognition, Tracking
⢠AI Ethics and Bias: Responsible AI, Data Privacy, Algorithmic Fairness
⢠AI Infrastructure & Deployment: Containerization, Orchestration, Cloud Computing
⢠Advanced AI Topics: Generative Adversarial Networks (GANs), Reinforcement Learning, Transfer Learning
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