EI Seminar - Recent Papers in Embodied Intelligence

Explore cutting-edge research in embodied intelligence, covering topics like experiment design, neuro-symbolic models, robot design, speech recognition, and social perception.

• YouTube
• 53 minutes
• On-Demand
• Free Video

Recent Papers in Embodied Intelligence I

Explore cutting-edge research in embodied intelligence, covering topics like robot training, task planning, neural networks, and machine learning for various AI applications.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Computational Principles Underlying the Learning of Sensorimotor Repertoires

Explore computational principles of motor learning, focusing on context's role in memory activation and how statistical learning shapes object representations.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

The Task Specification Problem

Exploring challenges in AI task specification, focusing on aligning human communication with machine understanding to improve robustness, transfer, and feature learning in AI systems.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Intuitive Reasoning as Unsupervised Neural Generation

Explore intuitive reasoning in AI through neural generation, covering topics like common sense, language models, and multimodal information with researcher Yejin Choi.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Jacob Andreas - Natural Language Explanations of Deep Networks

Explore strategies for generating natural language explanations of deep networks, covering medical diagnosis, multiagent communication, and neuron descriptions in AI systems.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

The Lottery Ticket Hypothesis - Michael Carbin

Explore the Lottery Ticket Hypothesis for efficient neural networks. Learn about pruning techniques, sparse architectures, and potential improvements in machine learning methods.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Diverse Data and Efficient Algorithms for Robot Learning

Explore diverse data collection and efficient algorithms for robot learning, focusing on large-scale approaches and reinforcement learning for deformable object manipulation.

• YouTube
• 56 minutes
• On-Demand
• Free Video

MIT EI Seminar - Phillip Isola - Emergent Intelligence- Getting More Out of Agents Than You Bake In

Explore emergent intelligence in AI through unsupervised learning, generative modeling, and self-assembling agents. Discover surprising outcomes beyond explicit programming in representation, video generation, and creature development.

• YouTube
• 58 minutes
• On-Demand
• Free Video

6.036 Introduction to Machine Learning

This course introduces principles, algorithms, and applications of machine learning from the point of view of modeling and prediction.

• Independent
• On-Demand
• Free Online Course

Information Technology as an Integrating Force in Manufacturing

Explore IT's transformative role in manufacturing, covering networks, hardware, software, databases, security, and e-commerce. Gain strategic insights for effective information system utilization.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Theory of Computation

Explore computability and complexity theory, covering languages, decidability, reducibility, computational measures, completeness, hierarchies, oracles, probabilistic computation, and interactive proof systems.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Programming Languages, Part C

454 ratings at Coursera

Explore functional programming concepts using ML, Racket, and Ruby. Learn language design principles to write elegant, reusable code and gain a deeper understanding of programming paradigms.

• Coursera
• 18 hours 2 minutes
• On-Demand
• Free Online Course (Audit)

Blockchain Business Models

368 ratings at Coursera

Explore blockchain's disruptive potential, applications, and business value. Learn to evaluate blockchain technologies, deploy them effectively, and understand associated risks and regulatory challenges.

• Coursera
• 12 hours 14 minutes
• On-Demand
• Free Online Course (Audit)

Human Factors in AI

97 ratings at Coursera

Explore human-centered design, data privacy, ethical considerations, and societal impacts in AI product development to create user-centric and responsible AI solutions.

• Coursera
• 17 hours 19 minutes
• On-Demand
• Free Online Course (Audit)