Masterclass Certificate in AI Algorithms: Neural Network Applications
-- ViewingNowThe Masterclass Certificate in AI Algorithms: Neural Network Applications is a comprehensive course that equips learners with essential skills in artificial intelligence and neural network applications. This course is crucial in today's technology-driven world, where AI is revolutionizing various industries, from healthcare to finance and beyond.
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โข Unit 1: Introduction to AI Algorithms and Neural Networks
โข Unit 2: Perceptron Algorithms and Single Layer Neural Networks
โข Unit 3: Backpropagation Algorithm and Multi-Layer Neural Networks
โข Unit 4: Convolutional Neural Networks (CNN) and Computer Vision Applications
โข Unit 5: Recurrent Neural Networks (RNN) and Natural Language Processing (NLP)
โข Unit 6: Deep Learning Frameworks: TensorFlow, PyTorch, and Keras
โข Unit 7: Optimization Techniques in Neural Networks
โข Unit 8: Transfer Learning and Model Training Strategies
โข Unit 9: Generative Adversarial Networks (GAN) and Unsupervised Learning
โข Unit 10: Real-World Applications and Case Studies of Neural Networks
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