Updated example readme in the github repo

scaleoutsystems · Jul 10, 2024 · 01d8378 · 01d8378
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diff --git a/examples/mnist-keras/README.rst b/examples/mnist-keras/README.rst
@@ -1,7 +1,7 @@
 FEDn Project: Keras/Tensorflow (MNIST) 
 -------------------------------------------
 
-This is a TF/Keras version of the Quickstart Tutorial (PyTorch) FEDn Project. For a step-by-step guide, refer to that tutorial.
+This is a TF/Keras version of the PyTorch Quickstart Tutorial. For a step-by-step guide, refer to that tutorial.
 
    **Note: We recommend all new users to start by following the Quickstart Tutorial: https://fedn.readthedocs.io/en/latest/quickstart.html**
 
@@ -45,6 +45,5 @@ This step will take a few minutes, depending on hardware and internet connection
 Running the project on FEDn
 ----------------------------
 
-To set up your FEDn Studio project and connect clients, follow this guide: https://fedn.readthedocs.io/en/latest/studio.html. On the 
-step "Upload Files", upload 'package.tgz' and 'seed.npz' created above. 
+To learn how to set up your FEDn Studio project and connect clients, take the quickstart tutorial: https://fedn.readthedocs.io/en/stable/quickstart.html. 
 
diff --git a/examples/mnist-pytorch/README.rst b/examples/mnist-pytorch/README.rst
@@ -2,9 +2,9 @@ FEDn Project: MNIST (PyTorch)
 -----------------------------
 
 This is an example FEDn Project based on the classic hand-written text recognition dataset MNIST. 
-The example is intented as a minimalistic quickstart.
+The example is intented as a minimalistic quickstart to learn how to use FEDn.
 
-   **Note: We recommend that all new users start by following the Quickstart Tutorial: https://fedn.readthedocs.io/en/stable/quickstart.html** 
+   **Note: We recommend that all new users start by taking the Quickstart Tutorial: https://fedn.readthedocs.io/en/stable/quickstart.html** 
 
 Prerequisites
 -------------
@@ -47,5 +47,4 @@ This will create a model file 'seed.npz' in the root of the project. This step w
 Running the project on FEDn
 ----------------------------
 
-To set up your FEDn Studio project and connect clients, follow this guide: https://fedn.readthedocs.io/en/latest/studio.html. On the 
-step "Upload Files", upload 'package.tgz' and 'seed.npz' created above. 
+To learn how to set up your FEDn Studio project and connect clients, take the quickstart tutorial: https://fedn.readthedocs.io/en/stable/quickstart.html.