Masterclass Certificate in Deep Learning for QA Experts
-- ViewingNowThe Masterclass Certificate in Deep Learning for QA Experts is a comprehensive course designed to equip learners with essential skills in deep learning, specifically for the QA industry. This course emphasizes the importance of deep learning in automating and optimizing QA processes.
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โข Fundamentals of Deep Learning: Introduction to neural networks, backpropagation, and optimization algorithms.
โข Convolutional Neural Networks (CNNs): Understanding CNN architecture, operations, and applications in image recognition.
โข Recurrent Neural Networks (RNNs): Learning RNN structure, long short-term memory (LSTM), and gated recurrent units (GRUs) for sequence data.
โข Deep Learning Frameworks: Hands-on experience with popular deep learning frameworks, such as TensorFlow, Keras, and PyTorch.
โข Natural Language Processing (NLP): Text preprocessing, word embeddings, and sequence-to-sequence models for NLP tasks.
โข Transfer Learning and Fine-tuning: Leveraging pre-trained models and fine-tuning techniques for QA tasks.
โข Generative Adversarial Networks (GANs): Generating synthetic data with GANs for data augmentation in QA.
โข Reinforcement Learning (RL): Applying RL concepts to QA problems for improved model performance.
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