Global Certificate in AI Development: Innovation
-- ViewingNowThe Global Certificate in AI Development: Innovation is a crucial course for professionals seeking to expand their knowledge and expertise in Artificial Intelligence. This certificate course is designed to equip learners with essential skills in AI, focusing on innovation and development.
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โข Introduction to Artificial Intelligence (AI): Understanding AI fundamentals, history, and current trends.
โข Machine Learning (ML): ML algorithms, training, testing, and evaluation.
โข Deep Learning (DL): Neural networks, convolutional neural networks (CNNs), recurrent neural networks (RNNs), long short-term memory (LSTM).
โข Natural Language Processing (NLP): Text processing, sentiment analysis, machine translation, and question answering.
โข Computer Vision: Image recognition, object detection, and segmentation.
โข Reinforcement Learning (RL): Multi-armed bandits, Q-learning, policy gradients, and deep Q-networks (DQNs).
โข Ethics in AI: Bias, fairness, privacy, transparency, and accountability.
โข AI Development Tools and Frameworks: TensorFlow, Keras, PyTorch, and scikit-learn.
โข AI Strategy and Innovation: Identifying AI opportunities, building an AI roadmap, and implementing AI initiatives.
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