June 21, 2024

Exploring Machine Learning with Elixir

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Exploring Machine Learning with Elixir

Source: zacksiri.dev

Livebook Machine Learning Nx

The author Zack Siri details his journey in mastering machine learning, expressing his interest in building autonomous systems. He follows Andrew Ng's Machine Learning Specialization course and translates Python code to Elixir. He shares experiences, including the challenges faced due to bugs in Elixir's tooling. Zack gives an overview of essential Elixir tools: Livebook for an interactive notebook experience, Nx for numerical operations, Axon for neural networks, and Explorer and Scholar for data preparation. He emphasizes the benefits of using Elixir for machine learning and provides code examples comparing Python and Elixir implementations. The post aims to encourage others to explore machine learning with Elixir, enhancing their understanding with detailed insights and practical examples.

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