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Neural Networks for NLP (CMU CS 11-747)
This class will start with a brief overview of neural networks, then spend the majority of the class demonstrating how to apply neural networks to ...
natural-language-processing course carnegie-mellon neural-networks
W4995 Applied Machine Learning
This class offers a hands-on approach to machine learning and data science.
machine-learning applied-machine-learning columbia w4995
Deep Learning Drizzle
Collection of freely available Deep Learning, Machine Learning, Reinforcement Learning, Optimization, Natural Language Processing, and Computer Vision ...
deep-learning machine-learning computer-vision reinforcement-learning
CS229: Machine Learning
A broad introduction to machine learning and statistical pattern recognition.
course machine-learning stanford cs229
CS294-158-SP19 Deep Unsupervised Learning
This course will cover two areas of deep learning in which labeled data is not required: Deep Generative Models and Self-supervised Learning.
unsupervised-learning generative-models self-supervised-learning course
CS231n: Convolutional Neural Networks for Visual Recognition
Deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification.
convolutional-neural-networks computer-vision deep-learning cs231n
CS224n: Natural Language Processing with Deep Learning
In this course, students will gain a thorough introduction to cutting-edge research in Deep Learning for NLP.
natural-language-processing deep-learning cs224n stanford
CS330: Deep Multi-Task and Meta Learning
Study how the structure arising from multiple tasks can be leveraged to learn more efficiently or effectively.
multi-task-learning meta-learning cs330 stanford
Full Stack Deep Learning Bootcamp
Hands-on program for developers familiar with the basics of deep learning.
full-stack deep-learning course tutorial
CS285: Deep Reinforcement Learning
A course on deep reinforcement learning, transfer and multi-task learning.
reinforcement-learning multi-task-learning course tutorial
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