Aquarium Learning

Aquarium Learning YC 申请

Summer 2020Acquired

Aquarium Learning 在 Summer 2020 批次的 Y Combinator 中作为一家 B2B 公司进行过。以下是:公司做什么、谁创立了它,以及其 YC 申请,按照真实 YC 表格逐题重建。

YC 批次
Summer 2020
行业
B2BInfrastructure
团队规模
12
状态
Acquired
已发布
2020

创始人

  • Peter Gao
    Peter GaoFounder
  • Quinn Johnson
    Quinn JohnsonFounder

Aquarium Learning 做什么

ML models are only as good as the datasets they're trained on, and that means that most improvement to model performance comes from improvement to the quality and diversity of their datasets. Our tooling makes it easy for ML teams to find anomalies + failure patterns in their datasets and fix these problems by editing / adding the right data. So the next time you retrain your model, it just gets better.

Aquarium Learning 的 YC 申请,重建版

Y Combinator 申请

Aquarium Learning,Summer 2020 期。来自公开数据的真实申请问题解答。

  1. Founders2
  2. Company7
  3. Progress7
  4. Idea4
  5. Equity3
  6. Curious2
  7. Batch Preference1

Company

Company name

Aquarium Learning

Describe what your company does in 50 characters or less.

Improve ML models by improving datasets

What is your company going to make? Please describe your product and what it does or will do.

We build tooling that helps machine learning teams identify problems in their training datasets - anomalies, failure patterns, missing examples - and then directly edit or add to the data to improve model performance on retraining. Our product surfaces these dataset issues and makes fixing them faster and more precise.

Where do you live now, and where would the company be based after YC?

We live and work primarily in San Francisco and remotely. Post-YC, the company would remain based in San Francisco with remote team members.

Explain your decision regarding location.

We're based in San Francisco where there is a strong AI and startup ecosystem and proximity to many ML teams who could benefit from improving their datasets. Remote work also lets us tap talent more broadly.

21 更多回答 在完整申请中

Founders, Progress, Idea, Equity, Curious, Batch Preference 包含在完整版中。创建免费账户即可在 YC Insights 中打开,紧邻每个其他 YC 批次。

常见问题解答

这是 Aquarium Learning 的真实 YC 申请吗?

不是。Y Combinator 对提交的申请保密。这是重建版:使用 Aquarium Learning 的公开数据(发布笔记、创始人背景、产品描述)回答真实的 YC 表格问题。它展示了像 Aquarium Learning 这样的公司会如何向 YC 自我介绍,而不是他们提交的文本。

Aquarium Learning 是哪个 YC 批次的?

Aquarium Learning 是 Y Combinator Summer 2020 批次的成员。

谁创立了 Aquarium Learning?

Aquarium Learning 由 Peter Gao, Quinn Johnson 创立。

Aquarium Learning 做什么?

We help ML teams improve their models by improving their datasets

如何阅读完整的重建申请?

创建免费的 Round Funded 账户。YC Insights 中包含 Aquarium Learning 的完整 26 个问题的版本,以及其他所有 YC 批次的公司信息。

更多 YC 初创公司,例如 Aquarium Learning