Graduate Certificate in Cloud Computing and Deep Learning
-- ViewingNowThe Graduate Certificate in Cloud Computing and Deep Learning is a comprehensive course designed to cater to the surging industry demand for experts in these fields. The course imparts essential skills in cloud computing, enabling learners to manage and utilize cloud resources effectively, and deep learning, empowering them to develop intelligent systems and models.
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⢠Cloud Computing Fundamentals: Introduction to cloud computing, cloud service models, and deployment models.
⢠Cloud Architecture and Security: Designing and implementing secure cloud solutions, covering network, storage, and compute security.
⢠Deep Learning Foundations: Understanding neural networks, backpropagation, and optimization techniques.
⢠Convolutional Neural Networks (CNNs): Learning CNN architecture, applications, and training techniques.
⢠Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM): Exploring RNNs, LSTMs, and their use cases in sequence data analysis.
⢠Cloud Computing Platforms: Hands-on experience with popular cloud platforms like AWS, Azure, and Google Cloud.
⢠Deep Learning Frameworks: Practical experience with popular deep learning frameworks like TensorFlow, Keras, and PyTorch.
⢠Cloud-based Deep Learning: Implementing deep learning models on cloud platforms, covering GPU instances and managed services.
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