Certificate in Deep Learning & Border Analytics
-- ViewingNowThe Certificate in Deep Learning & Border Analytics is a comprehensive course designed to equip learners with essential skills in deep learning and border analytics. This course is crucial in today's world, where there is an increasing need for advanced technologies to secure and manage borders.
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โข Unit 1: Introduction to Deep Learning
โข Unit 2: Neural Networks and Convolutional Neural Networks (CNNs)
โข Unit 3: Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM)
โข Unit 4: Deep Learning Frameworks (TensorFlow, PyTorch, Keras)
โข Unit 5: Data Preprocessing and Data Augmentation
โข Unit 6: Object Detection and Image Segmentation
โข Unit 7: Natural Language Processing (NLP) and Word Embeddings
โข Unit 8: Transfer Learning and Fine-tuning
โข Unit 9: Generative Adversarial Networks (GANs)
โข Unit 10: Border Analytics and Security Applications of Deep Learning
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