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California Institute of Technology YouTube

A Robotic Platform for Natural and Effective Human-Robot Interaction

Explore a Python-based humanoid robotic platform for natural human-robot interaction using speech, gestures, and facial expressions. Learn about its architecture, applications, and see a live demo.
provider YouTube
pricing Conference Talk
duration 45 minutes
sessions On-Demand
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California Institute of Technology YouTube

Understanding and Implementing Recurrent Neural Networks Using Python

Explore Recurrent Neural Networks: their memory-retaining properties, applications in sequence data analysis, and implementation using Python and Keras. Learn about advanced concepts like BPTT and LSTMs.
provider YouTube
pricing Conference Talk
duration 40 minutes
sessions On-Demand
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California Institute of Technology YouTube

AI on a Pi

Explore Deep Learning with Python and MXNet, including practical demonstrations on a Raspberry Pi for computer vision and natural language processing tasks.
provider YouTube
pricing Conference Talk
duration 1 hour 4 minutes
sessions On-Demand
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California Institute of Technology YouTube

Despicable Machines - How Computers Can Be Assholes

Explore the ethical implications of machine learning, examining bias in algorithms and its real-world consequences. Learn about cutting-edge research on counteracting bias and consider unanswered questions in AI morality.
provider YouTube
pricing Conference Talk
duration 36 minutes
sessions On-Demand
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California Institute of Technology YouTube

Modelling Pollution from Traffic, Using Smartphone Data and Python

Explore Python-based modeling of traffic pollution using smartphone data, combining traffic assignment, econometric models, and congestion analysis for urban environmental monitoring and mitigation.
provider YouTube
pricing Conference Talk
duration 33 minutes
sessions On-Demand
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California Institute of Technology YouTube

If Ethics is Not None

Explore the history of ethics in computing, from early computers in warfare to modern AI and privacy issues, emphasizing the role of technologists in shaping a responsible future.
provider YouTube
pricing Conference Talk
duration 58 minutes
sessions On-Demand
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California Institute of Technology YouTube

A Gentle Introduction to Data Science

Explore data science fundamentals, from AI's influence to practical machine learning in Python. Covers key concepts, problem-solving applications, and essential Python tools for aspiring data scientists.
provider YouTube
pricing Conference Talk
duration 32 minutes
sessions On-Demand
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California Institute of Technology YouTube

Python on Windows, Like a Boss

Discover how to enhance Python development on Windows using Visual Studio's powerful tools for managing environments, writing code, and debugging - all for free.
provider YouTube
pricing Conference Talk
duration 45 minutes
sessions On-Demand
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California Institute of Technology YouTube

Writing Code - Evolve It Instead

Explore genetic algorithms as a biologically-inspired AI approach to code generation, discussing their potential impact on software development and the future of programming.
provider YouTube
pricing Conference Talk
duration 21 minutes
sessions On-Demand
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California Institute of Technology YouTube

Analyzing Data with Python & Docker

Explore powerful data analysis workflows by combining Python and Docker. Learn to create robust, repeatable systems for small and large-scale data processing using containerization techniques.
provider YouTube
pricing Conference Talk
duration 43 minutes
sessions On-Demand
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California Institute of Technology YouTube

How to Conquer the World

Learn to develop a genetic algorithm in Python to master the board game Risk, exploring object-oriented design and AI strategies for game simulation and optimization.
provider YouTube
pricing Conference Talk
duration 43 minutes
sessions On-Demand
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California Institute of Technology YouTube

Minds, Machines and Python

Explore AI through logic and language using simple Python programs, focusing on loops, self-reference, and tangled hierarchies as key concepts in understanding intelligence and learning.
provider YouTube
pricing Conference Talk
duration 46 minutes
sessions On-Demand

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