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how-to: create section with questions from WID / Collab Issues
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jorgeorpinel committed Jul 15, 2020
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# Common DVC Questions
# Best Practices

Some of these questions are easy to answer individually. Data scientists,
engineers, or managers may already knows or can easily find answers to some of
them. However, the variety of answers and approaches makes data science
collaboration a nightmare. **A systematic approach is required.**
Data scientists, engineers, or managers may already know or can easily find
answers to some of these questions. However, the variety of answers and
approaches makes data science collaboration a nightmare. **A systematic approach
is required.**

## Source code and data versioning

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12 changes: 11 additions & 1 deletion content/docs/sidebar.json
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"slug": "what-is-dvc",
"label": "What is DVC?",
"source": "what-is-dvc/index.md",
"children": ["questions", "core-features", "related-technologies"]
"children": ["core-features", "related-technologies"]
},
{
"label": "DVC Files and Directories",
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}
]
},
{
"slug": "how-to",
"source": false,
"children": [
{
"slug": "best-practices",
"source": "how-to/best-practices.md"
}
]
},
{
"slug": "command-reference",
"source": "command-reference/index.md",
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15 changes: 6 additions & 9 deletions content/docs/user-guide/index.md
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include a few guides related to contributing to
[this open-source project](https://github.com/iterative/dvc).

Please choose from the navigation sidebar to the left, or click the `Next`
button below ↘

## What is DVC?

Even with all the success we've seen today in machine learning (ML),
specifically deep learning and its applications in business, the data science
community still lacks good practices for organizing their projects and
effectively collaborating across their varied ML projects. This is a critical
challenge: we need to evolve towards ML algorithms and methods no longer being
tribal knowledge and making them easy to implement, reuse, and manage.
collaborating effectively. This is a critical challenge: we need to evolve
towards ML algorithms and methods no longer being tribal knowledge and making
them easy to implement, reuse, and manage.

To make progress, many areas of the ML experimentation process need to be
formalized. Common questions need to be answered in an unified, principled way.
---

See also these [Common DVC Questions](/doc/user-guide/what-is-dvc/questions)).
Please choose from the navigation sidebar to the left, or click the `Next`
button below ↘

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