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Stanford University courses

60 Courses

California Institute of Technology
Stanford University

Stanford Seminar - Training Classifiers with Natural Language Explanations

Discover an innovative approach to training classifiers at the Stanford Seminar on "Training Classifiers with Natural Language Explanations." Dive into the world of BabbleLabble, an extraordinary framework designed to revolutionize classifier training by utilizing natural language explanations from annotators. This technique allows for the conversi.
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provider YouTube
pricing Free Online Course
duration 26 minutes
sessions On-Demand
California Institute of Technology
Stanford University

Stanford Seminar - Neural Networks on Chip Design from the User Perspective

Explore the cutting edge of neural networks in chip design, focusing on user perspectives, at the upcoming Stanford Seminar. This session delves into the evolution of customized hardware architectures designed to enhance the energy efficiency of deep learning inference processing. With a keen eye on integrating emerging Non-Volatile Memory (NVM) te.
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provider YouTube
pricing Free Online Course
duration 58 minutes
sessions On-Demand
California Institute of Technology
Stanford University

Stanford Seminar - The FATE of AI Ethics, Anna Bethke

Join the insightful Stanford Seminar titled "The FATE of AI Ethics," presented by Anna Bethke, a revered Principal Data Scientist at Salesforce. This seminar delves into the crucial components of AI Ethics, such as fairness, accountability, transparency, explainability, and human rights. Anna will offer in-depth discussions on how researchers and A.
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provider YouTube
pricing Free Online Course
duration 55 minutes
sessions On-Demand
California Institute of Technology
Stanford University

Stanford Seminar - Representation Learning for Autonomous Robots, Anima Anandkumar

Explore the frontier of technology with Stanford University's seminar on "Representation Learning for Autonomous Robots" presented by Anima Anandkumar. In the realm of autonomous robotics, the quest for efficiency, agility, and versatility is paramount. These machines must adapt to a plethora of tasks and environmental challenges, necessitating the.
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provider YouTube
pricing Free Online Course
duration 56 minutes
sessions On-Demand
California Institute of Technology
Stanford University

Stanford Seminar - Concepts and Questions as Programs

Explore the intersection of AI, cognitive science, and human ingenuity at Stanford University's engaging seminar titled "Concepts and Questions as Programs." This presentation delves into how human strategies for solving complex computational challenges can enlighten both AI research and cognitive science studies. The seminar will cover intriguing.
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provider YouTube
pricing Free Online Course
duration 1 hour 18 minutes
sessions On-Demand
California Institute of Technology
Stanford University

Stanford Seminar - Natural Language Processing for Conversational Interfaces

Conversational applications often fall short of expectations despite the significant advancements in Natural Language Understanding (NLU) and the burgeoning market for voice-based technologies. This Stanford Seminar delves into the complexities of designing high-performing conversational interfaces in real-world settings, acknowledging the challeng.
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provider YouTube
pricing Free Online Course
duration 1 hour 7 minutes
sessions On-Demand
California Institute of Technology
Stanford University

Stanford Seminar - Transformers in Language: The Development of GPT Models Including GPT-3

Title: Stanford Seminar on GPT Models: Unveiling Transformers in Language Description: Dive into the world of unsupervised learning and its pivotal role in natural language processing with our comprehensive Stanford University course, available on YouTube. Explore an array of algorithms pivotal for constructing generative text models and enhancing.
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provider YouTube
pricing Free Online Course
duration 49 minutes
sessions On-Demand
California Institute of Technology
Stanford University

Probabilistic Graphical Models 3: Learning

Delve into the complex world of probabilistic graphical models (PGMs) with Probabilistic Graphical Models 3: Learning, a comprehensive course offered through Coursera by Stanford University. PGMs provide a sophisticated framework for representing probability distributions across intricate domains, enabling the modeling of joint distributions over n.
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provider Coursera
pricing Free Online Course (Audit)
duration 66 hours
sessions On-Demand
California Institute of Technology
Stanford University

AI in Healthcare Capstone

Embark on a captivating journey with the "AI in Healthcare Capstone," designed to consolidate your learning from various courses into one comprehensive experience. This capstone project offers a unique perspective on a patient's healthcare journey, from the onset of respiratory symptoms amidst the COVID-19 pandemic to the engagement with a primary.
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provider Coursera
pricing Free Online Course (Audit)
duration 11 hours
sessions On-Demand
California Institute of Technology
Stanford University

Smart Physical Systems from the Standpoint of an AI Company

The Autumn 2018 Topics in Technology Management seminar series at Stanford University, titled "New Approaches to Energy and Environment Challenges: Recent Developments in Asia," brings light to groundbreaking initiatives in energy, next-generation transportation, water management, and climate change remediation. Esteemed speakers from industry and.
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provider YouTube
pricing Free Online Course
duration 56 minutes
sessions On-Demand

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