Siraj Raval

Machine Learning Quantum Computing

Building a Quantum Classifier Live

Siraj Raval explains Quantum Machine Learning in the fun and approachable way he’s know for. Quantum Machine Learning may sounds daunting to most people, but it’s way more fun to learn about than Classical Machine Learning. Creative algorithms that leverage concepts like quantum entanglement and superposition are already being studied by various teams to enable […]

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AI Computer Vision

Explainable Computer Vision with Grad-CAM

Siraj Raval explores why does a computer algorithm classify an image the way that it does? This is a question that is critical when it comes to AI applied to diagnostics, driving, or any other form of critical decision making. In this video, he raises awareness around one technique in particular that I found called […]

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Machine Learning

Reliable Machine Learning Systems

Siraj Raval has a video exploring a paper about genomics and creating reliable machine learning systems. Deep learning classifiers make the ladies (and gentlemen) swoon, but they often classify novel data that’s not in the training set incorrectly with high confidence. This has serious real world consequences! In Medicine, this could mean misdiagnosing a patient. […]

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AI

AI in 2020

Siraj Raval gets back to inspiring people to get into AI and pokes fun at himself. Almost exactly 4 years ago I decided to dedicate my life to helping educate the world on Artificial Intelligence. There were hardly any resources designed for absolute beginners and the field was dominated by PhDs. In 2020, thanks to […]

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AI Machine Learning

Machine Learning App Examples

Siraj Raval shows off examples of machine learning apps from his students. If you’re wondering about my stance on the recent controversies around Siraj, I recorded a Data Point about that. Machine Learning powers almost every internet service we use these days, but it’s rare to find a full pipeline example of machine learning being […]

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AI

In Defense of Siraj Raval

In this DataPoint, Frank explains why Siraj Raval has been and still can be a force for good and the democratization of AI. Press the play button below to listen here or visit the show page at DataDriven.tv.

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Blockchain Cryptocurrency Quantum Computing

Quantum Supremacy?!

Siraj Raval covers Google’s claim to have achieved Quantum Supremacy in a research paper that was briefly leaked on a NASA website. The paper was taken down, but the Internet moves fast to recover data. In this episode, Siraj explores what quantum supremacy means, what the applications of quantum computing will be, and how a […]

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AI

Vinod Khosla on Mental Models

Siraj Raval  interviews Vinod Khosla in the latest edition of his podcast. Vinod Khosla is an Entrepreneur, Venture Capitalist, and Philanthropist. It was an honor to have a conversation with the Silicon Valley legend that I’ve admired for many years. Vinod co-founded Sun Microsystems over 30 years ago, a company that grew to over 36,000 […]

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AI Security

Defense Against Adversarial Attacks

Siraj Raval just posted this video on defending AI against adversarial attacks Machine Learning technology isn’t perfect, it’s vulnerable to many different types of attacks! In this episode, I’ll explain 2 common types of attacks and 2 common types of defenses using various code demos from across the Web. There’s some really dope mathematics involved […]

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AI Generative AI

Generative Modeling Applications

Siraj Raval explores generative modeling technology. This innovation is changing the face of the Internet as you read this. It’s now possible to design automated systems that can write novels, act as talking heads in videos, and compose music. In this episode, Siraj explains how generative modeling works by demoing 3 examples that you can […]

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