---
title: "Discussion on \"Forward Mode Automatic Differentiation in Go: A Practical Guide with Dual Numbers\" | Hashnode"
description: "Discussion on \"Forward Mode Automatic Differentiation in Go: A Practical Guide with Dual Numbers\". Learn how to implement Forward Mode Automatic Differentiation in Go using dual numbers, with mathematical examples."
url: "https://hashnode.com/posts/forward-mode-automatic-differentiation-go-dual-numbers/67c46727f14451763c225890"
---

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# [Forward Mode Automatic Differentiation in Go: A Practical Guide with Dual Numbers](https://arya2004.hashnode.dev/forward-mode-automatic-differentiation-go-dual-numbers?utm_source=hashnode&utm_medium=feed)

Learn how to implement Forward Mode Automatic Differentiation in Go using dual numbers, with mathematical examples.

Mar 2, 2025 · 6 min read · arya2004.hashnode.dev  
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## Written by

[Arya M. Pathak](https://hashnode.com/@arya2004)

@arya2004 · Pune, India

  
[View profile](https://hashnode.com/@arya2004)

backend dev & cat connoisseur /⁠ᐠ⁠｡⁠ꞈ⁠｡⁠ᐟ⁠\\

I am a Computer Engineering undergraduate at Vishwakarma Institute of Technology, Pune . With hands-on experience in software development and cloud-native applications, I specialize in Python, Go, C#, and full-stack web development using MERN, ASP.NET Core, and Angular. I have interned at Alemeno and CodingKraft, where I developed AI-driven compliance systems, Python execution engines, and secure web solutions. My projects include scalable microservices, machine learning pipelines, and secure banking APIs deployed on cloud platforms like Azure with Kubernetes and CI/CD automation. Adept in tools like Docker, Redis, RabbitMQ, and GitHub Actions, I am certified in Deep Learning and DevOps. I have a strong foundation in algorithms, having solved over 350 coding problems across platforms like Leetcode and Codeforces. Additionally, I actively contribute to open-source projects, mentoring initiatives, and hackathons.

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