Certificate in Deep Learning for QA: Essential Skills
-- ViewingNowThe Certificate in Deep Learning for QA: Essential Skills is a comprehensive course designed to equip learners with the essential skills necessary to thrive in the rapidly evolving field of Quality Assurance (QA). This course is critical for those looking to stay ahead in an industry that is increasingly relying on automation and artificial intelligence.
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โข Introduction to Deep Learning: Understanding Neural Networks, Activation Functions, and Backpropagation
โข Convolutional Neural Networks (CNNs): Image Classification, Object Detection, and Semantic Segmentation
โข Recurrent Neural Networks (RNNs): Sequence Data, Text Analysis, and Language Modeling
โข Generative Adversarial Networks (GANs): Data Generation, Image-to-Image Translation, and Style Transfer
โข Deep Reinforcement Learning: Reinforcement Algorithms, Q-Learning, and Policy Gradients
โข Transfer Learning and Fine-Tuning: Pre-Trained Models, Domain Adaptation, and Model Customization
โข Deep Learning Tools and Frameworks: TensorFlow, PyTorch, and Keras
โข Deep Learning for Quality Assurance: Automated Testing, Defect Detection, and Predictive Maintenance
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