Professional Certificate in Deep Learning Basics: Connected Systems
-- ViewingNowThe Professional Certificate in Deep Learning Basics: Connected Systems is a crucial course that provides a strong foundation in deep learning principles and their applications in connected systems. This program meets the growing industry demand for professionals who can design and implement intelligent systems.
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โข Unit 1: Introduction to Deep Learning
โข Unit 2: Neural Networks Basics
โข Unit 3: Convolutional Neural Networks (CNNs)
โข Unit 4: Recurrent Neural Networks (RNNs) & Long Short-Term Memory (LSTM)
โข Unit 5: Deep Learning Frameworks (TensorFlow, PyTorch, Keras)
โข Unit 6: Training and Optimization Techniques
โข Unit 7: Concept Drift and Catastrophic Forgetting in Deep Learning
โข Unit 8: Deep Learning for Computer Vision
โข Unit 9: Deep Learning for Natural Language Processing (NLP)
โข Unit 10: Real-World Applications and Best Practices for Connected Systems
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