# ROCm-Finance Blogs

This page contains a list of blog posts related to the AMD ROCm™ Finance Toolkit (ROCm-Finance)
and its individual components. See [ROCm Blogs](https://rocm.blogs.amd.com/) for
blogs related to all AMD and ROCm products.

::::{grid} 2 2 3 4

:::{grid-item-card}
:padding: 1
:img-top: ../images/rocm-finance.png
:class-img-top: small-sd-card-img-top
:class-body: small-sd-card
:class: small-sd-card
+++
<a href="https://rocm.blogs.amd.com/ecosystems-and-partners/rocm-finance/README.html" class="card-header-link">
  <h2 class="card-header">Using Gradient Boosting Libraries on MI300X for Financial Risk Prediction</h2>
</a>
<p class="paragraph"> Financial institutions deal with massive datasets and complex models that demand high computational power.
With AMD ROCm™ and GPU-accelerated libraries like LightGBM and ThunderGBM, we can significantly reduce training time while improving model performance.</p>
:::

:::{grid-item-card}
:padding: 1
:img-top: ../images/finance-6.png
:class-img-top: small-sd-card-img-top
:class-body: small-sd-card
:class: small-sd-card
+++
<a href="https://rocm.blogs.amd.com/artificial-intelligence/xgboost-multi-gpu/README.html" class="card-header-link">
  <h2 class="card-header">Accelerating XGBoost with Dask using multiple AMD GPUs</h2>
</a>
<p class="paragraph"> XGBoost is an optimized library for distributed gradient boosting. It has become the leading machine learning library for solving regression and classification problems.</p>
:::

::::