Professional Certificate in Implementing Deep Learning Methods
-- ViewingNowThe Professional Certificate in Implementing Deep Learning Methods is a comprehensive course that equips learners with the essential skills needed to excel in deep learning engineering and data science careers. This certificate program emphasizes the practical application of deep learning techniques, including neural networks, convolutional neural networks, and recurrent neural networks.
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โข Unit 1: Introduction to Deep Learning
โข Unit 2: Neural Network Architectures
โข Unit 3: Training Deep Learning Models
โข Unit 4: Convolutional Neural Networks (CNNs)
โข Unit 5: Recurrent Neural Networks (RNNs) & Long Short-Term Memory (LSTM)
โข Unit 6: Natural Language Processing (NLP) & Word Embeddings
โข Unit 7: Generative Adversarial Networks (GANs)
โข Unit 8: Transfer Learning & Fine-Tuning
โข Unit 9: Deep Learning Frameworks (TensorFlow, PyTorch, Keras)
โข Unit 10: Real-World Deep Learning Applications
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