Postgraduate Certificate in End-to-End Deep Learning for Big Data
-- ViewingNowThe Postgraduate Certificate in End-to-End Deep Learning for Big Data is a comprehensive course that provides learners with essential skills for career advancement in the data science industry. This course focuses on deep learning, a subfield of artificial intelligence that has gained significant importance due to its ability to process large and complex datasets.
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โข Unit 1: Introduction to Deep Learning for Big Data
โข Unit 2: Neural Network Architectures for Deep Learning
โข Unit 3: Convolutional Neural Networks (CNNs)
โข Unit 4: Recurrent Neural Networks (RNNs) & Long Short-Term Memory (LSTM)
โข Unit 5: Deep Reinforcement Learning
โข Unit 6: Natural Language Processing (NLP) with Deep Learning
โข Unit 7: Generative Adversarial Networks (GANs) & Variational Autoencoders (VAEs)
โข Unit 8: Scaling Deep Learning for Big Data with Distributed Computing
โข Unit 9: Evaluating and Improving Deep Learning Models
โข Unit 10: Real-World Applications and Case Studies of End-to-End Deep Learning for Big Data
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