Explore the advanced world of deep learning and neural networks with this comprehensive learning path. Build and optimize deep neural models while leveraging cutting-edge AI technologies. Learn about generative adversarial networks (GANs) and deep convolutional generative adversarial networks (DCGANs). Gain hands-on experience with tools like GitHub Codespaces and Google Colab. Start today to deepen your expertise and accelerate your professional growth!
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Learn advanced deep learning concepts and techniques.
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Analyze training methods for GANs and address common issues.
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Complete projects using GitHub Codespaces and Google Colab.
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Evaluate the structure of various neural network models.
Courses
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1
Deep Learning: Getting Started1h 13mDeep Learning: Getting Started
By: Kumaran Ponnambalam
Learn the basics of deep learning and get up and running with this technology.
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2
Artificial Intelligence Foundations: Neural Networks1h 45mArtificial Intelligence Foundations: Neural Networks
By: Gwendolyn Stripling
Learn the fundamental techniques and principles behind artificial neural networks.
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3
Deep Learning with Python: Convolutional Neural Networks1h 34mDeep Learning with Python: Convolutional Neural Networks
By: Frederick Nwanganga
Gain hands-on experience building, training, and evaluating convolutional neural networks (CNNs) using Python for image classification, object detection, and segmentation.
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4
AI Workshop: Build a Neural Network with PyTorch Lightning1h 30mAI Workshop: Build a Neural Network with PyTorch Lightning
By: Janani Ravi
Learn how to build a neural network with PyTorch Lightning in this interactive, workshop-style coding course.
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5
Deep Learning with Python: Optimizing Deep Learning Models2h 1mDeep Learning with Python: Optimizing Deep Learning Models
By: Frederick Nwanganga
Leverage techniques for optimizing deep learning models and implementing them using Python.
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6
Introduction to Generative Adversarial Networks (GANs)29mIntroduction to Generative Adversarial Networks (GANs)
By: Martin Kemka
Gain a better understanding of Generative Adversarial Networks (GANs), how they are created, how they train, and how they are able to create new media.
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7
AI Workshop: Hands-on with GANs Using Dense Neural Networks1h 24mAI Workshop: Hands-on with GANs Using Dense Neural Networks
By: Janani Ravi
Learn how to build and train generative adversarial networks (GANs) using dense neural networks in this interactive, workshop-style coding course.
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8
AI Workshop: Hands-on with GANs with Deep Convolutional Networks1h 36mAI Workshop: Hands-on with GANs with Deep Convolutional Networks
By: Janani Ravi
Learn how to build and train deep convolutional generative adversarial networks (GANs) in this interactive, workshop-style coding course.