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California Institute of Technology YouTube

Roadmap to an Open Source Artificial Pancreas & Diabetes Monitoring with Flask

Explore open-source solutions for continuous glucose monitoring in Type 1 Diabetes, including the artificial pancreas project and building a notifier for the Nightscout dashboard.
provider YouTube
pricing Conference Talk
duration 30 minutes
sessions On-Demand
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California Institute of Technology YouTube

Teaching Programming to the Next Generation

Explore effective strategies for teaching Python programming to young students aged 11-18, based on a successful case study in a UK secondary school.
provider YouTube
pricing Conference Talk
duration 44 minutes
sessions On-Demand
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California Institute of Technology YouTube

AI in Contemporary Art

Explore AI's impact on contemporary art, from creative applications like DeepDream to critical examinations of facial recognition and deep fakes. Discover how artists and technologists are pushing boundaries and addressing societal implications.
provider YouTube
pricing Conference Talk
duration 43 minutes
sessions On-Demand
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California Institute of Technology YouTube

From Linear Algebra to Machine Learning

Explore the mathematical foundations of machine learning, from linear algebra to optimization, with practical Python implementations using NumPy, SciPy, and TensorFlow.
provider YouTube
pricing Conference Talk
duration 33 minutes
sessions On-Demand
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California Institute of Technology YouTube

Getting Your Data Joie De Vivre Back

Explore data-driven creativity through AI and visualization, from poetry composition to image reconstruction, blending technical skills with artistic expression for fun and learning.
provider YouTube
pricing Conference Talk
duration 47 minutes
sessions On-Demand
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California Institute of Technology YouTube

When to Use Machine Learning - Tips, Tricks and Warnings

Discover when and how to effectively apply machine learning, with practical tips and real-world examples from open-source projects and cryptocurrency trading.
provider YouTube
pricing Conference Talk
duration 39 minutes
sessions On-Demand
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California Institute of Technology YouTube

May the Fuzz Be with You

Explore how LSTM neural networks and Python can generate AI-driven test inputs for software testing and network security, improving upon traditional fuzzing techniques.
provider YouTube
pricing Conference Talk
duration 25 minutes
sessions On-Demand
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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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