Best of Neural Networks — May 2024

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   Article

   KDnuggets·2y

   Free AI Courses from NVIDIA: For All Levels

   Free AI courses from NVIDIA are available to help you learn and build AI applications. Topics include Generative AI, building a neural network, augmenting LLMs using Retrieval Augmented Generation (RAG), and building RAG Agents with LLMs.

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2. 2
   Article

   freeCodeCamp·2y

   Deep Learning Course – Math and Applications

   Learn the math behind deep learning with a 14-hour course on the freeCodeCamp YouTube channel. Developed by Ayush Singh, the course covers fundamental concepts, deep learning techniques, mathematical insights, and practical applications. Topics include vectors, matrices, linear algebra, calculus, machine learning, and neural networks.

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   Article

   Quastor Daily·2y

   The Engineering behind Instagram's Recommendation Algorithm

   The post discusses the engineering behind Instagram's recommendation algorithm, including the candidate generation/retrieval phase, the use of Two Tower Neural Network models, and the ranking stages in the recommendation system.

   85
4. 4
   Article

   Medium·2y

   Building LLaMA 3 From Scratch with Python

   Learn how to build LLaMA 3 from scratch using Python, understand the difference between LLaMA 2 and LLaMA 3, and the prerequisites for building LLaMA 3.

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   Article

   The Palindrome·2y

   Introduction to computational graphs

   Introduction to computational graphs and their importance in managing the complexity of large models like deep neural networks. Learn how computational graphs make machine learning computationally feasible.

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   Article

   Daily Dose of Data Science | Avi Chawla | Substack·2y

   Building Multi-task Learning Models

   A practical guide to building multi-task learning models in PyTorch.

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   Article

   Medium·2y

   33,885+% Returns in 3 years on Cryptocurrency using Neural Network Transformer Model and short listing Best Assets for Trading — VishvaAlgo Machine Learning Trading Bot

   Discover the power of algorithmic trading and machine learning in achieving impressive returns with cryptocurrency. Explore the effectiveness of neural network models, specifically the Transformer technique, in identifying optimal trading positions. Learn about the stages of algorithmic strategy development and the application of machine learning models in trading. Experience the future of trading with VishvaAlgo's advanced features for consistent profits and peace of mind.

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   Hacker News·2y

   Release tinygrad 0.9.0 · tinygrad/tinygrad

   Tinygrad 0.9.0 has new features, experimental backends, and improved documentation.

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   Article

   Medium·2y

   The Proof of Learning in Machine Learning/AI

   The post explores the concept of learning in machine learning/AI using the hypothetical scenario of a cook replicating a delicacy. It discusses the foundation of learning, the relationship between expected and reproduced tastes, the role of error, the function of manipulating ingredients, the cost function, and the use of gradient descent for learning algorithms.

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