[$ cd../linux-foundation-coupon](https://rushabhshah.dev/linux-foundation-coupon/) # PTCA Discount Code: 30% Off with RUSHABH30 Updated October 2026 · PyTorch Certified Associate RUSHABH30 [Get PTCA for ~$175 →](https://www.awin1.com/cread.php?awinmid=85919&awinaffid=2950265&ued=https%3A%2F%2Ftraining.linuxfoundation.org%2Fcertification%2Fpytorch-certified-associate-ptca%2F) Put `RUSHABH30` in the coupon field at checkout on [training.linuxfoundation.org](https://www.awin1.com/cread.php?awinmid=85919&awinaffid=2950265&ued=https%3A%2F%2Ftraining.linuxfoundation.org%2Fcertification%2Fpytorch-certified-associate-ptca%2F) and the PyTorch Certified Associate (PTCA) exam drops from $250 to about $175, a saving of roughly $75. It's an evergreen partner code with no expiry, issued directly to me through the official Linux Foundation Education affiliate program. ## Quick facts | **Format** | Multiple choice, online proctored | | --- | --- | | **Duration** | 120 minutes | | **List price** | $250 | | **With RUSHABH30** | ~$175 | | **Prerequisite** | None | ## Who this is for Engineers working with PyTorch who want a vendor-neutral credential, including infrastructure people who serve models without training them. ## What it covers - PyTorch fundamentals (38%) - Model development (20%) - Performance and optimization (26%) - Data handling (16%) *Domain names above reflect the current official curriculum's topic areas; exact weightings are set by the Linux Foundation/CNCF and revised periodically, so check their published curriculum for the current breakdown.* ## Why it's worth it PyTorch moved to the Linux Foundation in 2022 and this is its first certification, which makes it the AI entry in a catalogue that is otherwise infrastructure. Fundamentals is 38% and performance another 26%, so it leans toward tensors, devices and making training fast rather than model architecture theory. That weighting makes it more useful to an infrastructure engineer than the title suggests. ## Prep tips - Fundamentals is 38% and it means tensors, devices and the training loop. If you use PyTorch through a higher-level wrapper, drop down a level before sitting it. - Performance and optimization at 26% covers precision, execution optimisation and distributed training, which is where the infrastructure overlap is. Know what moves between CPU, CUDA and MPS and what it costs. - Data handling is only 16% but Datasets, DataLoaders and transforms are easy marks if you have ever built a pipeline. ## How to use the code - Add the PTCA exam to your cart on [training.linuxfoundation.org](https://www.awin1.com/cread.php?awinmid=85919&awinaffid=2950265&ued=https%3A%2F%2Ftraining.linuxfoundation.org%2Fcertification%2Fpytorch-certified-associate-ptca%2F). - Enter `RUSHABH30` in the coupon field at checkout. - The total drops 30%. RUSHABH30 works on the exam with one free retake, within a 12-month eligibility window. RUSHABH30 [Apply it at checkout →](https://www.awin1.com/cread.php?awinmid=85919&awinaffid=2950265&ued=https%3A%2F%2Ftraining.linuxfoundation.org%2Fcertification%2Fpytorch-certified-associate-ptca%2F) ## Frequently asked questions **What is the PTCA certification?** The PyTorch Certified Associate, a 120-minute multiple-choice exam covering PyTorch fundamentals, model development, performance and optimisation, and data handling. PyTorch is a Linux Foundation project. **How much is the PTCA with a discount code?** List price is $250. With RUSHABH30 it drops to about $175, a saving of roughly $75. **Is PTCA useful if I do infrastructure rather than machine learning?** More than you would expect. Fundamentals and performance are 64% between them, and both are about tensors, devices and making things run efficiently, which is closer to infrastructure work than to model research. **Do I need a GPU to prepare?** Not strictly. The exam covers device basics across CPU, CUDA and MPS, and you can learn the concepts on a laptop. Access to a GPU helps for the distributed-training portion of the performance domain. ## Other Linux Foundation & CNCF certifications RUSHABH30 works on every Linux Foundation and CNCF course and certification, not just PTCA. 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Buying FinOps certifications too? Both partner codes are compared side by side on the [certification discount codes hub](https://rushabhshah.dev/coupons/). \# Affiliate disclosure I'm an official Linux Foundation Education affiliate partner. If you buy through the links on this page or use code **RUSHABH30**, I may earn a commission, at no extra cost to you (you save 30% either way).