Professional Certificate in Neural Networks for Government
-- ViewingNowProfessional Certificate in Neural Networks for Government: This course is essential for individuals seeking to enhance their understanding of artificial intelligence and machine learning, specifically in the context of government applications. With the increasing demand for AI and ML technologies in the public sector, this course provides learners with critical skills to design, implement, and manage neural network systems for various government functions.
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โข Unit 1: Introduction to Neural Networks
โข Unit 2: Architectures of Neural Networks
โข Unit 3: Training Neural Networks with Backpropagation
โข Unit 4: Deep Learning and Convolutional Neural Networks
โข Unit 5: Recurrent Neural Networks and Long Short-Term Memory
โข Unit 6: Natural Language Processing and Word Embeddings
โข Unit 7: Generative Adversarial Networks and Variational Autoencoders
โข Unit 8: Transfer Learning and Fine-Tuning
โข Unit 9: Ethics and Bias in Neural Networks
โข Unit 10: Deploying Neural Networks in Government Applications
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