The Deep Learning textbook is a resource intended to help students and practitioners enter the field of machine learning in general and deep learning in particular.
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Neural Networks and Deep Learning
Neural Networks and Deep Learning is a free online book that will teach you about neural networks and deep learning.
Continue readingArtificial Intelligence Thinking in K-12
Talk by David S. Touretzky, “Artificial Intelligence Thinking in K-12”, at the February meeting of the Silicon Valley chapter of CSTA, February 17, 2021.
Continue readingAI4K12.org
Artificial Intelligence (AI) for K-12 initiative (AI4K12) is developing national guidelines for AI education for K-12.
Continue readingLearning from DATA – ML course from Caltech
Introductory course in machine learning (ML) from Caltech covers the basic theory, algorithms, and applications. Prerequisites for the course include basic probability, matrices, and calculus.
Continue readingThe Rise of AI
The video highlights the contributions of neural network pioneer Geoff Hinton and his students, including Yoshua Bengio and Yann LeCun.
Continue readingDesigning, Visualizing and Understanding Deep Neural Networks
Learn the basics of machine learning, computer vision, CNN, style transfer, NLP etc. using this course at UC Berkeley.
Continue readingAI and Algorithms: Pros and Cons
The documentary journeys to the hot spots of AI research in Europe, the USA and China, and looks at the revolutionary developments which are currently taking place.
Continue readingThe Data Frog
Learn Data Science and Machine Learning with python. There’s no need for a university degree, or a strong background in programming but a curious mind.
Continue readingMicrosoft’s AI for Good
Microsoft AI for Good initiative enables a person with an idea to accelerate it, to give it scale, to create change for the better.
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