Alexander Amini Courses

Language Models and New Frontiers - MIT 6.S191 Lecture 6

Explore language models and new frontiers in deep learning with MIT's comprehensive lecture, covering advanced concepts and future directions in this rapidly evolving field.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

Large Language Models - Lecture 7

Explore large language models and generative AI for media with Google's Doug Eck, covering image, video, 3D, music, and audio generation techniques.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

Large Language Models - MIT 6.S191 Lecture 8

Dive into the fundamentals of Large Language Models with Maxime Labonne, exploring key concepts, applications, and advancements in this cutting-edge field of deep learning.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Reinforcement Learning - MIT 6.S191 Lecture 5

Explore deep reinforcement learning fundamentals with MIT's comprehensive lecture, covering key concepts and applications in this cutting-edge field of AI.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Recurrent Neural Networks, Transformers, and Attention - MIT 6.S191 Lecture 2

Dive into recurrent neural networks, transformers, and attention mechanisms with MIT's Introduction to Deep Learning lecture by Ava Amini.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Convolutional Neural Networks for Computer Vision - MIT 6.S191 Lecture 3

Dive into convolutional neural networks for computer vision with MIT's deep learning lecture, covering essential concepts and applications in this field.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

MIT Introduction to Deep Learning - 6.S191 - Lecture 1

Dive into the foundations of deep learning with MIT's comprehensive lecture series, exploring core concepts and principles with Alexander Amini.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Recurrent Neural Networks, Transformers, and Attention - MIT 6.S191 Lecture 2

Explore recurrent neural networks, transformers, and attention mechanisms in deep learning. Learn key concepts, applications, and implementation techniques for sequence modeling and natural language processing.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Convolutional Neural Networks for Computer Vision - MIT 6.S191 Lecture 3

Explore convolutional neural networks for computer vision, covering feature extraction, convolution operations, and applications in object detection and self-driving cars.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Reinforcement Learning - MIT 6.S191 Lecture 5

Comprehensive exploration of deep reinforcement learning, covering Q-functions, policy gradients, and real-world applications like AlphaGo. Ideal for understanding RL fundamentals and advanced concepts.

• YouTube
• 1 hour
• Self-Paced
• Free Video

A Hippocratic Oath for Your AI - Lecture 9

Explore the concept of a Hippocratic Oath for AI systems with Doug Blank, Head of Research at Comet ML, in this MIT Deep Learning lecture focused on ethical considerations in artificial intelligence.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

MIT 6.S191 - Automatic Speech Recognition

Explore automatic speech recognition with Rev.com experts, covering data selection, speech input processing, and advanced ASR techniques like attention-based models and language modeling.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

MIT: Reinforcement Learning

Explore deep reinforcement learning concepts, algorithms, and real-world applications in this comprehensive lecture from MIT's Introduction to Deep Learning course.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

Deep Generative Modeling

Explore deep generative modeling, including autoencoders, VAEs, and GANs. Learn about latent variables, representation learning, and applications in debiasing and image synthesis.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

Convolutional Neural Networks

Explore convolutional neural networks for computer vision, covering feature extraction, convolution operations, and applications in autonomous navigation and medical imaging.

• YouTube
• 49 minutes
• Self-Paced
• Free Video