Advance Your Skills in Deep Learning and Neural Networks
The new frontier in the universe of AI and machine learning is in deep learning and neural networks. This learning path is your entryway into the tools, concepts, and finer points of neural networks, generative models, and more.
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Learn advanced deep learning concepts and techniques.
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Build deep learning applications.
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Learn how generative models work.
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
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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4
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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5
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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6
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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7
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.
Instructors
Kumaran Ponnambalam
AI / ML Leader & Author
Gwendolyn Stripling
Generative AI | Cybersecurity | Author: O'Reilly - A Practical Project-Driven Intro. to Machine Learning | Author: LinkedIn Learning - Intro. to Neural Networks and Adv. Natural Language Processing using Python!
Janani Ravi
Co-Founder at Loonycorn
Frederick Nwanganga
Associate Teaching Professor of Analytics at the University of Notre Dame - Mendoza College of Business