# A few updates: the DGX Spark giveaway, new GPU inference slides, and my Vision AI Course

DevFeed: [A few updates: the DGX Spark giveaway, new GPU inference slides, and my Vision AI Course](<https://devfeed.tech/articles/a-few-updates-the-dgx-spark-giveaway-new-gpu-inference-slides-and-my-vision-ai-course-35009.md>)

Original publisher: [Read original article](<https://read.theaimerge.com/p/a-few-updates-the-dgx-spark-giveaway>)

Author: Alex Razvant

Published: 2026-04-11T13:03:07Z

Content type: opinion

Language: en

Sources: [Neural Bits](<https://devfeed.tech/sources/neural-bits.md>)

Topics: [GPU](<https://devfeed.tech/topics/gpu.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [DGX Spark](<https://devfeed.tech/topics/dgx-spark.md>), [Inference](<https://devfeed.tech/topics/inference.md>), [Nvidia](<https://devfeed.tech/topics/nvidia.md>), [FIRST](<https://devfeed.tech/topics/first.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-training](<https://devfeed.tech/tags/ai-training.md>), [dgx-spark](<https://devfeed.tech/tags/dgx-spark.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [inference](<https://devfeed.tech/tags/inference.md>), [models](<https://devfeed.tech/tags/models.md>), [nvidia](<https://devfeed.tech/tags/nvidia.md>), [presentation](<https://devfeed.tech/tags/presentation.md>)

## AI overview

The author shares updates about the completed DGX Spark giveaway organized with NVIDIA and a GPU and AI slide deck that is still in development. The presentation aims to explain how GPUs are used at scale for AI training and inference.

## Source excerpt

What I've been working on behind the scenes, and what I'm preparing next.