From 17215ed91b7fafed0594304a752f2f8e3590e998 Mon Sep 17 00:00:00 2001
From: Kaushik B <kaushikbokka@gmail.com>
Date: Tue, 29 Mar 2022 15:06:51 +0530
Subject: [PATCH] Fix titles capitalization in docs

---
 docs/source/common_usecases.rst | 22 +++++++++++-----------
 docs/source/index.rst           |  2 +-
 2 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/docs/source/common_usecases.rst b/docs/source/common_usecases.rst
index 7d875749ae..df93736a68 100644
--- a/docs/source/common_usecases.rst
+++ b/docs/source/common_usecases.rst
@@ -14,7 +14,7 @@ Common use cases
 
 .. customcalloutitem::
    :description: Learn to train Lightning models on the cloud
-   :header: Cloud training
+   :header: Cloud Training
    :button_link:  clouds/cloud_training.html
    :card_style: text-container-small
 
@@ -26,7 +26,7 @@ Common use cases
 
 .. customcalloutitem::
    :description: Learn to train on your university or company's cluster
-   :header: Cluster training
+   :header: Cluster Training
    :button_link: clouds/cluster.html
    :card_style: text-container-small
 
@@ -38,13 +38,13 @@ Common use cases
 
 .. customcalloutitem::
    :description: Save time and money by training until key metrics stop improving or time has elapsed
-   :header: Early stopping
+   :header: Early Stopping
    :button_link: common/early_stopping.html
    :card_style: text-container-small
 
 .. customcalloutitem::
    :description: Here you'll find the latest SOTA training techniques such as SWA, accumulated gradients, etc...
-   :header: Effective training techniques
+   :header: Effective Training Techniques
    :button_link: advanced/training_tricks.html
    :card_style: text-container-small
 
@@ -56,13 +56,13 @@ Common use cases
 
 .. customcalloutitem::
    :description: Before coding a complex model, use lightning-flash to create a baseline in a few lines of code
-   :header: Fast baselines
+   :header: Fast Baselines
    :button_link: ecosystem/flash.html
    :card_style: text-container-small
 
 .. customcalloutitem::
    :description: Enable fault-tolerant training in clusters/clouds where machines might fail (ie: pre-emtible machines)
-   :header: Fault-tolerant training
+   :header: Fault-Tolerant Training
    :button_link: advanced/fault_tolerant_training.html
    :card_style: text-container-small
 
@@ -92,13 +92,13 @@ Common use cases
 
 .. customcalloutitem::
    :description: Use the model registry to mix and match your models and Datamodules
-   :header: Model and Datamodule registry
+   :header: Model and Datamodule Registry
    :button_link: common/lightning_cli.html#multiple-models-and-or-datasets
    :card_style: text-container-small
 
 .. customcalloutitem::
    :description: Train 1TB+ parameter models with these advanced built-in techniques
-   :header: Model parallelism
+   :header: Model Parallelism
    :button_link: advanced/model_parallel.html
    :card_style: text-container-small
 
@@ -134,13 +134,13 @@ Common use cases
 
 .. customcalloutitem::
    :description: Work with data on any local or cloud filesystem such as S3 on AWS, GCS on Google Cloud, or ADL on Azure
-   :header: Remote filesystems
+   :header: Remote Filesystems
    :button_link: common/remote_fs.html
    :card_style: text-container-small
 
 .. customcalloutitem::
    :description: Building the next Deepspeed, FSDP or fancy scaling technique? Add them to Lightning here
-   :header: Strategy registry
+   :header: Strategy Registry
    :button_link: advanced/strategy_registry.html
    :card_style: text-container-small
 
@@ -152,7 +152,7 @@ Common use cases
 
 .. customcalloutitem::
    :description: Use models training on large datasets to achieve better results when you don't have much data
-   :header: Transfer learning (finetuning)
+   :header: Transfer Learning (finetuning)
    :button_link: advanced/transfer_learning.html
    :card_style: text-container-small
 
diff --git a/docs/source/index.rst b/docs/source/index.rst
index 6ee225451f..567592d464 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -102,7 +102,7 @@ Or read the `advanced install guide <starter/installation.html>`_
 
 .. customcalloutitem::
    :description: From hyperparameters sweeps to cloud training to Pruning and Quantization - Lightning covers the key use-cases.
-   :header: Common usecases
+   :header: Common Usecases
    :button_link: common_usecases.html