Building a Health DAO with GitHub CoPilot
It’s been a while since I featured a Siraj Raval video. I still like his teaching style and Decentralized Autonomous Organizations (DAOs) are an important emerging topic. In this episode, we’ll build a simple DAO that let’s users submit their health data to a marketplace and let’s health organizations buy that data, with the proceeds […]
Read More
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 […]
Read More
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 […]
Read More
Reliable Machine Learning Systems
-
Frank
- January 14, 2020
- AI research
- Algorithms
- bacteria
- Biology
- classification
- Computer Science
- Deep Learning
- diagnosis
- Genetics
- Genomics
- google research
- Healthcare
- healthcare AI
- LSTM network
- Machine Learning
- Math
- Mathematics
- Medicine
- Neural Network
- neurIPS
- Python
- recurrent network
- Siraj Raval
- Statistics
- TensorFlow
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. […]
Read More
AI in 2020
-
Frank
- January 13, 2020
- AI
- AI 2020
- AI research
- artificial intelligence
- Clojure
- Computer Science
- Deep Learning
- Education
- learn pytorch
- learn tensorflow
- Machine Learning
- Math
- Mathematics
- Neural Network
- neurIPS
- Programming
- Python
- PyTorch
- quantization
- rust
- Siraj Raval
- StyleGAN
- swift
- symbolic AI
- TensorFlow
- Waymo
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 […]
Read More
Machine Learning App Examples
-
Frank
- October 28, 2019
- Coding
- Convolutional Neural Network
- course
- Deep Learning
- Developer
- Education
- Finance
- flask
- generative model
- image classification
- Machine Learning
- make money
- Neural Network
- node
- paypal
- price prediction
- Programming
- Python
- Security
- Siraj Raval
- stripe
- student
- Text Generation
- web app
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 […]
Read More
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.
Read More
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 […]
Read More
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 […]
Read More
Defense Against Adversarial Attacks
-
Frank
- October 2, 2019
- Adversarial Networks
- adversarial training
- colab
- convolutional network
- Cybersecurity
- Education
- generative adversarial networks
- generative modeling
- Gradient Descent
- Javascript
- Math
- Mathematics
- maths
- Neural Network
- Numpy
- Nvidia
- Python
- PyTorch
- React
- react.js
- Security
- Siraj Raval
- TensorFlow
- tensorflow.js
- Tutorial
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 […]
Read More