Professional Certificate in Deep Learning: Smarter Solutions
-- ViewingNowThe Professional Certificate in Deep Learning: Smarter Solutions is a comprehensive course that empowers learners with essential skills in deep learning, a subfield of artificial intelligence. This program covers key concepts such as neural networks, computer vision, and natural language processing, providing a strong foundation for developing intelligent systems and machine learning models.
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โข Unit 1: Introduction to Deep Learning & Neural Networks
โข Unit 2: Deep Learning Fundamentals: Activation Functions & Gradient Descent
โข Unit 3: Convolutional Neural Networks (CNNs) & Computer Vision Applications
โข Unit 4: Recurrent Neural Networks (RNNs) & Sequence Prediction
โข Unit 5: Generative Adversarial Networks (GANs) & Unsupervised Learning
โข Unit 6: Deep Reinforcement Learning & Decision Making
โข Unit 7: Transfer Learning & Pre-trained Models
โข Unit 8: Deep Learning Tools & Libraries (TensorFlow, PyTorch, etc.)
โข Unit 9: Ethics in AI & Responsible Use of Deep Learning
โข Unit 10: Capstone Project: Developing a Deep Learning Solution
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