github.com/pachyderm/pachyderm@v1.13.4/doc/docs/1.9.x/concepts/index.md (about)

     1  # Concepts
     2  
     3  Pachyderm is an enterprise-grade, open source data science platform that
     4  makes explainable, repeatable, and scalable Machine Learning (ML) and
     5  Artificial Intelligence (AI) a reality. The Pachyderm platform brings
     6  together version control for data with the tools to build scalable
     7  end-to-end ML/AI pipelines while empowering users to develop their
     8  code in any language, framework, or tool of their choice. Pachyderm
     9  has been proven to be the ideal foundation for teams looking to
    10  use ML and AI to solve real-world problems in a reliable way.
    11  
    12  The Pachyderm platform includes the following main components:
    13  
    14  - Pachyderm File System (PFS)
    15  - Pachyderm pipelines
    16  
    17  To start, you need to understand the foundational concepts of Pachyderm's
    18  data versioning and pipeline semantics. After you have a good grasp of
    19  the basics, you can use advanced concepts and features for more
    20  complicated challenges.
    21  
    22  This section describes the following Pachyderm concepts:
    23  
    24  <div class="row">
    25    <div class="column-2">
    26      <div class="card-square mdl-card mdl-shadow--2dp">
    27        <div class="mdl-card__title mdl-card--expand">
    28          <h4 class="mdl-card__title-text">Versioned Data Concepts &nbsp;&nbsp; &nbsp;<i class="fa fa-rocket"></i></h4>
    29        </div>
    30        <div class="mdl-card__supporting-text">
    31          Learn about the main Pachyderm abstractions that
    32          you will operate with when using Pachyderm.
    33        </div>
    34        <div class="mdl-card__actions mdl-card--border">
    35            <ul>
    36              <li><a href="data-concepts/" class="md-typeset md-link">
    37              Versioned Data Concepts Overview
    38              </a>
    39              </li>
    40            </ul>
    41        </div>
    42      </div>
    43    </div>
    44    <div class="column-2">
    45      <div class="card-square mdl-card mdl-shadow--2dp">
    46        <div class="mdl-card__title mdl-card--expand">
    47          <h4 class="mdl-card__title-text">Pipeline Concepts &nbsp;&nbsp;&nbsp;<i class="fa fa-cogs"></i></h4>
    48        </div>
    49        <div class="mdl-card__supporting-text">
    50          Learn the main concepts of the Pachyderm
    51          pipeline system.
    52        </div>
    53        <div class="mdl-card__actions mdl-card--border">
    54            <ul>
    55              <li><a href="pipeline-concepts/" class="md-typeset md-link">
    56              Pipeline Concepts Overview
    57             </a>
    58            </li>
    59         </div>
    60       </div>
    61    </div>
    62  </div>