Global Certificate in AI Algorithms: Deep Learning Techniques
-- ViewingNowThe Global Certificate in AI Algorithms: Deep Learning Techniques course is a comprehensive program that focuses on artificial intelligence (AI) algorithms and deep learning techniques. This course is essential for learners who seek to advance their careers in AI and data science.
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โข Unit 1: Introduction to Artificial Intelligence & Deep Learning
โข Unit 2: Neural Networks: Foundations & Architectures
โข Unit 3: Convolutional Neural Networks (CNNs)
โข Unit 4: Recurrent Neural Networks (RNNs) & Long Short-Term Memory (LSTM)
โข Unit 5: Deep Belief Networks (DBNs) & Stacked Autoencoders
โข Unit 6: Generative Adversarial Networks (GANs) & Variational Autoencoders (VAEs)
โข Unit 7: Optimization Algorithms for Deep Learning: Gradient Descent & Backpropagation
โข Unit 8: Transfer Learning & Fine-Tuning in Deep Learning
โข Unit 9: Deep Reinforcement Learning: Q-Learning & Deep Q Networks (DQNs)
โข Unit 10: Real-World Applications & Case Studies of Deep Learning
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