{% extends "ai/base_ai.html" %}

{% block title %}MLOps workshop{% endblock %}

{% block meta_description %}
  Accelerate your AI/ML projects with the MLOps workshop hosted by Canonical open source experts.
{% endblock %}

{% block meta_copydoc %}
  https://docs.google.com/document/d/1g06uHWdy2ohYq-tKCEsdlD2EohZQ8OHSWO3i8U5vUDc/edit
{% endblock meta_copydoc %}

{% block body_class %}
  is-paper
{% endblock body_class %}

{% from "_macros/vf_hero.jinja" import vf_hero %}

{% block content %}

  {%- call(slot) vf_hero(
    title_text="Accelerate your AI/ML projects with an MLOps workshop",
    layout='50/50',
    is_split_on_medium="true"
    ) -%}
    {%- if slot == 'description' -%}
      <p>
        Build your tailored MLOps architecture in just 5 days. Our workshop will help you design AI infrastructure for any use case &ndash; from the data center to the edge.  Accelerate and scale your AI/ML initiatives, optimize resource usage and elevate your in-house expertise.
      </p>
    {%- endif -%}
    {%- if slot == 'cta' -%}
      <a class="p-button--positive js-invoke-modal"
         href="/ai/mlops-workshop#get-in-touch">Contact the team</a>
      <a href="https://pages.ubuntu.com/rs/066-EOV-335/images/Datasheet%20for%20MLOps%20workshop.pdf?version=0">Download the datasheet&nbsp;&rsaquo;</a>
    {%- endif -%}
    {%- if slot == 'image' -%}
      <div class="u-embedded-media">
        <iframe title="Open Source AI innovation with Canonical"
                class="u-embedded-media__element"
                src="https://www.youtube.com/embed/yerW2pOczvA"
                allowfullscreen=""
                frameborder="0"></iframe>
      </div>
    {%- endif -%}
  {%- endcall -%}

  <section class="p-section">
    <div class="u-fixed-width">
      <hr class="p-rule" />
      <h2 class="p-section--shallow">Why join an MLOps workshop?</h2>
    </div>
    <div class="row">
      <div class="col-start-large-4 col-9">
        <hr class="p-rule--muted" />
        <div class="p-section--shallow">
          <div class="row">
            <div class="col-3 col-medium-3">
              <h3 class="p-heading--5">Define your MLOps architecture</h3>
            </div>
            <div class="col-6 col-medium-3">
              <div class="p-section--shallow">
                <div class="p-image-container--16-9 is-highlighted">
                  {{ image(url="https://assets.ubuntu.com/v1/bb64e462-mlops-architecture.png",
                                    alt="",
                                    width="1800",
                                    height="1013",
                                    hi_def=True,
                                    attrs={"class": "p-image-container__image"},
                                    loading="lazy") | safe
                  }}
                </div>
              </div>
              <p>
                We will work with you to build high-level and low-level architecture based on your existing infrastructure for your AI/ML projects, using only open source tooling.
              </p>
              <p>You can expect:</p>
              <ul class="p-list--divided">
                <li class="p-list__item has-bullet">
                  An end-to-end proposal, covering everything from the operating system to the data science and ML platform
                </li>
                <li class="p-list__item has-bullet">Cloud-agnostic design</li>
                <li class="p-list__item has-bullet">Cost-efficient solution</li>
                <li class="p-list__item has-bullet">
                  Scalable and secure architecture that runs from AI workstations to data centers to edge devices, depending on your AI/ML maturity
                </li>
              </ul>
            </div>
          </div>
        </div>
        <hr class="p-rule--muted" />
        <div class="p-section--shallow">
          <div class="row">
            <div class="col-3 col-medium-3">
              <h3 class="p-heading--5">Learn from experts in the industry</h3>
            </div>
            <div class="col-6 col-medium-3">
              <div class="p-section--shallow">
                <div class="p-image-container--16-9 is-highlighted">
                  {{ image(url="https://assets.ubuntu.com/v1/1484f03e-experts-in-industry.png",
                                    alt="",
                                    width="1800",
                                    height="1013",
                                    hi_def=True,
                                    attrs={"class": "p-image-container__image"},
                                    loading="lazy") | safe
                  }}
                </div>
              </div>
              <p>
                Spend 5 days on site with Canonical experts who will help upskill your team and solve the most pressing problems related to MLOps and AI/ML.
              </p>
              <ul class="p-list--divided">
                <li class="p-list__item has-bullet">
                  Get guided, hands-on experience with the latest open-source ML tooling, adjusted to your use case and needs
                </li>
                <li class="p-list__item has-bullet">
                  Live Q&A session with AI and MLOps experts to help you accelerate time-to-market and unblock your projects
                </li>
                <li class="p-list__item has-bullet">Access a library of written content to further upskill after the workshop</li>
              </ul>
            </div>
          </div>
        </div>
        <hr class="p-rule--muted" />
        <div class="p-section--shallow">
          <div class="row">
            <div class="col-3 col-medium-3">
              <h3 class="p-heading--5">
                Make the best use
                <br class="u-hide--small u-hide--medium" />
                of existing infrastructure
              </h3>
            </div>
            <div class="col-6 col-medium-3">
              <div class="p-section--shallow">
                <div class="p-image-container--16-9 is-highlighted">
                  {{ image(url="https://assets.ubuntu.com/v1/eb833a2e-existing-infrastructure.png",
                                    alt="",
                                    width="1800",
                                    height="1013",
                                    hi_def=True,
                                    attrs={"class": "p-image-container__image"},
                                    loading="lazy") | safe
                  }}
                </div>
              </div>
              <p>
                Optimize your existing infrastructure to maximize efficiency and performance for your AI/ML workloads. Learn about:
              </p>
              <ul class="p-list--divided">
                <li class="p-list__item has-bullet">Data collection improvement opportunities</li>
                <li class="p-list__item has-bullet">GPU optimization techniques and strategies</li>
                <li class="p-list__item has-bullet">Model packaging and distribution best practices</li>
              </ul>
            </div>
          </div>
        </div>
      </div>
    </div>
  </section>
  <section class="p-section">
    <div class="p-section--shallow">
      <div class="row--50-50">
        <hr class="p-rule" />
        <div class="col">
          <h2>MLOps workshop structure</h2>
        </div>
        <div class="col">
          Pick one of our 4 workshops tailored to different use cases, and Canonical will help you design your architecture and long-term AI strategy.
        </div>
      </div>
    </div>
    <div class="p-section--shallow">
      <div class="p-equal-height-row">
        <div class="p-equal-height-row__col">
          <div class="p-equal-height-row__item">
            <div class="p-image-container--3-2-on-small p-image-container--square-on-medium p-image-container--2-3-on-large is-highlighted">
              {{ image(url="https://assets.ubuntu.com/v1/dedd920a-os-migrations.png",
                            alt="",
                            width="852",
                            height="1279",
                            hi_def=True,
                            attrs={"class": "p-image-container__image"},
                            loading="lazy") | safe
              }}
            </div>
            <hr class="p-rule--highlight u-hide--medium u-hide--small" />
          </div>
          <div class="p-equal-height-row__item">
            <p class="p-heading--5">Open source migrations</p>
            <p>Build a migration plan to move your infrastructure to open source solutions to enable a long term strategy.</p>
          </div>
        </div>
        <div class="p-equal-height-row__col">
          <div class="p-equal-height-row__item">
            <div class="p-image-container--3-2-on-small p-image-container--square-on-medium p-image-container--2-3-on-large is-highlighted">
              {{ image(url="https://assets.ubuntu.com/v1/267f89c1-mlops-architecture-design.png",
                            alt="",
                            width="852",
                            height="1279",
                            attrs={"class": "p-image-container__image"},
                            hi_def=True,
                            loading="lazy") | safe
              }}
            </div>
            <hr class="p-rule--highlight u-hide--medium u-hide--small" />
          </div>
          <div class="p-equal-height-row__item">
            <p class="p-heading--5">MLOps architecture design</p>
            <p>Discover infrastructure options, MLOps processes and tools to make informed decisions about your stack.</p>
          </div>
        </div>
        <div class="p-equal-height-row__col">
          <div class="p-equal-height-row__item">
            <div class="p-image-container--3-2-on-small p-image-container--square-on-medium p-image-container--2-3-on-large is-highlighted">
              {{ image(url="https://assets.ubuntu.com/v1/22aade34-resource-optimization.png",
                            alt="",
                            width="852",
                            height="1279",
                            attrs={"class": "p-image-container__image"},
                            hi_def=True,
                            loading="lazy") | safe
              }}
            </div>
            <hr class="p-rule--highlight u-hide--medium u-hide--small" />
          </div>
          <div class="p-equal-height-row__item">
            <p class="p-heading--5">Resource optimization</p>
            <p>Stop underutilizing your compute power and learn how to optimize your resources across all layers of the stack.</p>
          </div>
        </div>
        <div class="p-equal-height-row__col">
          <div class="p-equal-height-row__item">
            <div class="p-image-container--3-2-on-small p-image-container--square-on-medium p-image-container--2-3-on-large is-highlighted">
              {{ image(url="https://assets.ubuntu.com/v1/b294f8fb-edge-ai.png",
                            alt="",
                            width="852",
                            height="1279",
                            attrs={"class": "p-image-container__image"},
                            hi_def=True,
                            loading="lazy") | safe
              }}
            </div>
            <hr class="p-rule--highlight u-hide--medium u-hide--small" />
          </div>
          <div class="p-equal-height-row__item">
            <p class="p-heading--5">Edge AI</p>
            <p>Develop Edge AI architecture to efficiently run and maintain your models on a variety of devices.</p>
          </div>
        </div>
      </div>
    </div>
    <div class="row">
      <hr class="p-rule--muted" />
      <div class="col-start-large-7 col-6">
        <p>
          You can also customize these workshops based on your needs, or even build your own bespoke agenda by selecting the topics that are most valuable for your organization.
        </p>
        <div class="p-cta-block">
          <a href="/ai/mlops-workshop#get-in-touch">Contact us to learn more&nbsp;&rsaquo;</a>
        </div>
      </div>
    </div>
  </section>
  <section class="p-section">
    <div class="row--50-50">
      <hr class="p-rule" />
      <div class="col">
        <h2>Meet our experts</h2>
      </div>
      <div class="col">
        <div class="p-section--shallow">
          <p>
            Your MLOps workshop is delivered by Canonical's MLOps field engineering team, a team of experts trained to architect, design and deploy AI infrastructure at all scales, across industries.
          </p>
          <p>
            From GenAI use cases to AI sovereign clouds, the team has experience in building solutions in partnership with our customers.
          </p>
        </div>
        <div class="p-cta-block">
          <a class="p-button--positive js-invoke-modal"
             href="/ai/mlops-workshop#get-in-touch">Get in touch</a>
        </div>
      </div>
    </div>
  </section>
  <section class="p-section--deep">
    <div class="row--50-50">
      <hr class="p-rule" />
      <div class="col">
        <h2>Learn more</h2>
      </div>
      <div class="col">
        <ul class="p-list--divided">
          <li class="p-list__item">
            <p>
              <a href="/case-study/esa">Case study: Canonical's infrastructure solutions and managed IT services for critical space mission operations at European Space Agency</a>
            </p>
            <p>
              Explore how Canonical delivered significant cost-savings in moving away from licensed providers and proprietary solutions.
            </p>
          </li>
          <li class="p-list__item">
            <a href="/engage/ai-ml-casestudy-tasmania">Case study: Real-time space tracking with AI supercomputing</a>
            <p>
              Read how the University of Tasmania migrated from a legacy platform to Canonical MLOps and reduced their operational costs.
            </p>
          </li>
          <li class="p-list__item">
            <a href="/engage/guide-to-managed-ai-infrastructure">Managed AI infrastructure</a>
            <p>Learn more about the key considerations, opportunities and common pitfalls of managing AI infrastructure.</p>
          </li>
        </ul>
      </div>
    </div>
  </section>

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       data-form-location="/shared/forms/interactive/ai"
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       data-return-url="https://ubuntu.com/ai/thank-you?product=ai-managed"
       data-lp-url="https://pages.ubuntu.com/things-contact-us.html"></div>

  <script src="/static/js/src/ai-form.js"></script>

{% endblock content %}