Professional Certificate in AI for MS Specialists
-- ViewingNowThe Professional Certificate in AI for Microsoft Specialists is a crucial course designed to equip learners with essential AI skills in the Microsoft ecosystem. This program highlights the importance of AI in modern business solutions, emphasizing its demand in various industries.
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โข Introduction to AI & Machine Learning: Fundamentals of AI, Machine Learning, and Deep Learning
โข Data Preprocessing for AI: Data cleaning, transformation, and normalization
โข Neural Networks: Architectures, activation functions, and backpropagation
โข Convolutional Neural Networks (CNNs): Image recognition, object detection, and semantic segmentation
โข Recurrent Neural Networks (RNNs): Sequence data, time series analysis, and natural language processing
โข Reinforcement Learning: Multi-armed bandits, Q-learning, and deep Q-networks
โข Natural Language Processing (NLP): Text processing, sentiment analysis, and machine translation
โข AI Ethics & Regulations: Bias, fairness, privacy, and legal considerations
โข AI Applications: Real-world use cases and industry trends
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