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
Training Neural Networks in Python2h 7mTraining Neural Networks in Python
By: Eduardo Corpeño
Take a deep dive into the inner workings of neural networks by learning how to create one from scratch in Python.
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4
Recurrent Neural Networks1h 7mRecurrent Neural Networks
By: Kumaran Ponnambalam
Learn the basics of recurrent neural networks to get up and running with RNN quickly.
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5
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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6
Deep Learning: Model Optimization and Tuning54mDeep Learning: Model Optimization and Tuning
By: Kumaran Ponnambalam
Learn about various optimization and tuning options available for deep learning models and use them to improve models.
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7
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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8
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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9
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 | Speaker | Author: O'Reilly - Low-Code AI: A Practical Project-Driven Introduction to Machine Learning
Eduardo Corpeño
Electrical & Computer Engineer, Creator of the world-renowned Brainfuino platform.
Janani Ravi
Co-Founder at Loonycorn