diff --git a/.gitbook/assets/c2d/double-check-work (1).png b/.gitbook/assets/c2d/double-check-work (1).png
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diff --git a/.gitbook/assets/cover/contribute (1).png b/.gitbook/assets/cover/contribute (1).png
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diff --git a/.gitbook/assets/cover/contribute_card (1).png b/.gitbook/assets/cover/contribute_card (1).png
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diff --git a/.gitbook/assets/cover/data_science_card (1).png b/.gitbook/assets/cover/data_science_card (1).png
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diff --git a/.gitbook/assets/cover/discover_card (1).png b/.gitbook/assets/cover/discover_card (1).png
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diff --git a/.gitbook/assets/cover/infrastructure_card (1).png b/.gitbook/assets/cover/infrastructure_card (1).png
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diff --git a/.gitbook/assets/cover/rewards_card (1).png b/.gitbook/assets/cover/rewards_card (1).png
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diff --git a/.gitbook/assets/cover/user_guides_card (1).png b/.gitbook/assets/cover/user_guides_card (1).png
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diff --git a/.gitbook/assets/liquidity/remove-liquidity-2 (1).png b/.gitbook/assets/liquidity/remove-liquidity-2 (1).png
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diff --git a/.gitbook/assets/rewards/Rewards-Tab (1).png b/.gitbook/assets/rewards/Rewards-Tab (1).png
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diff --git a/README.md b/README.md
index e36090e0..64838ef9 100644
--- a/README.md
+++ b/README.md
@@ -1,10 +1,10 @@
 ---
 description: Help for wherever you are on your Ocean journey.
-cover: .gitbook/assets/cover/contribute.png
+cover: .gitbook/assets/cover/contribute (2).png
 coverY: 0
 layout: landing
 ---
 
 # 👋 Welcome
 
-<table data-view="cards"><thead><tr><th data-type="content-ref"></th><th></th><th data-hidden data-type="files"></th><th data-hidden data-type="files"></th><th data-hidden data-card-target data-type="content-ref"></th><th data-hidden data-card-cover data-type="files"></th></tr></thead><tbody><tr><td><a href="discover/README.md">discover.md</a></td><td>Learn about Ocean Protocol's powerful data-sharing capabilities and its potential to transform the way data is shared and monetized.</td><td></td><td></td><td><a href="discover/README.md">discover.md</a></td><td><a href=".gitbook/assets/cover/discover_card.png">discover_card.png</a></td></tr><tr><td><a href="user-guides/">user-guides</a></td><td>Whether you're new to Ocean or just need a refresher on a particular task, the "User Guiders" section is a great resource for quickly finding step-by-step instructions for what you need.</td><td></td><td></td><td><a href="user-guides/">user-guides</a></td><td><a href=".gitbook/assets/cover/user_guides_card.png">user_guides_card.png</a></td></tr><tr><td><a href="developers/">developers</a></td><td>Whether you're building a dApp or integrating with the ecosystem, you'll find plenty of APIs, libraries, and other tools to help you get the job done.</td><td></td><td></td><td><a href="developers/">developers</a></td><td><a href=".gitbook/assets/cover/developer_tutorials_card.png">developer_tutorials_card.png</a></td></tr><tr><td><a href="data-science.md">data-science.md</a></td><td>Data science is the key to unlocking the true potential of decentralized data sharing.</td><td></td><td></td><td></td><td><a href=".gitbook/assets/cover/data_science_card.png">data_science_card.png</a></td></tr><tr><td><a href="infrastructure/">infrastructure</a></td><td>Learn how to deploy your own components on the Ocean Protocol network. </td><td></td><td></td><td><a href="infrastructure/">infrastructure</a></td><td><a href=".gitbook/assets/cover/infrastructure_card.png">infrastructure_card.png</a></td></tr><tr><td><a href="defi.md">defi.md</a></td><td>DeFi (Decentralized Finance) has taken the financial world by storm, and Ocean Protocol has been at the forefront of this movement. In this category, you'll find a wealth of tutorials and guides on various DeFi topics.</td><td></td><td></td><td></td><td><a href=".gitbook/assets/cover/rewards_card.png">rewards_card.png</a></td></tr><tr><td><a href="rewards/">rewards</a></td><td>Discover ways to earn rewards for contributing to the Ocean Protocol ecosystem. Explore bounty programs, grants, and other initiatives that can help you make an impact and earn recognition for your contributions.</td><td></td><td></td><td><a href="rewards/">rewards</a></td><td><a href=".gitbook/assets/cover/rewards_card.png">rewards_card.png</a></td></tr><tr><td><a href="contribute/README.md">contributing.md</a></td><td>Learn how you can contribute to the growth and development of Ocean Protocol. Whether you're interested in community initiatives, open-source projects, or other opportunities, there are many ways to get involved and make a difference.</td><td></td><td></td><td><a href="contribute/README.md">contributing.md</a></td><td><a href=".gitbook/assets/cover/contribute_card.png">contribute_card.png</a></td></tr></tbody></table>
+<table data-view="cards"><thead><tr><th data-type="content-ref"></th><th></th><th data-hidden data-type="files"></th><th data-hidden data-type="files"></th><th data-hidden data-card-target data-type="content-ref"></th><th data-hidden data-card-cover data-type="files"></th></tr></thead><tbody><tr><td><a href="discover/">discover</a></td><td>Learn about Ocean Protocol's powerful data-sharing capabilities and its potential to transform the way data is shared and monetized.</td><td></td><td></td><td><a href="discover/">discover</a></td><td><a href=".gitbook/assets/cover/discover_card (1).png">discover_card (1).png</a></td></tr><tr><td><a href="user-guides/">user-guides</a></td><td>Whether you're new to Ocean or just need a refresher on a particular task, the "User Guiders" section is a great resource for quickly finding step-by-step instructions for what you need.</td><td></td><td></td><td><a href="user-guides/">user-guides</a></td><td><a href=".gitbook/assets/cover/user_guides_card (1).png">user_guides_card (1).png</a></td></tr><tr><td><a href="developers/">developers</a></td><td>Whether you're building a dApp or integrating with the ecosystem, you'll find plenty of APIs, libraries, and other tools to help you get the job done.</td><td></td><td></td><td><a href="developers/">developers</a></td><td><a href=".gitbook/assets/cover/developer_tutorials_card (1).png">developer_tutorials_card (1).png</a></td></tr><tr><td><a href="data-science/">data-science</a></td><td>Data science is the key to unlocking the true potential of decentralized data sharing.</td><td></td><td></td><td><a href="data-science/">data-science</a></td><td><a href=".gitbook/assets/cover/data_science_card (1).png">data_science_card (1).png</a></td></tr><tr><td><a href="infrastructure/">infrastructure</a></td><td>Learn how to deploy your own components on the Ocean Protocol network.</td><td></td><td></td><td><a href="infrastructure/">infrastructure</a></td><td><a href=".gitbook/assets/cover/infrastructure_card (1).png">infrastructure_card (1).png</a></td></tr><tr><td><a href="defi/">defi</a></td><td>DeFi (Decentralized Finance) has taken the financial world by storm, and Ocean Protocol has been at the forefront of this movement. In this category, you'll find a wealth of tutorials and guides on various DeFi topics.</td><td></td><td></td><td><a href="defi/">defi</a></td><td><a href=".gitbook/assets/cover/rewards_card (1).png">rewards_card (1).png</a></td></tr><tr><td><a href="rewards/">rewards</a></td><td>Discover ways to earn rewards for contributing to the Ocean Protocol ecosystem. Explore bounty programs, grants, and other initiatives that can help you make an impact and earn recognition for your contributions.</td><td></td><td></td><td><a href="rewards/">rewards</a></td><td><a href=".gitbook/assets/cover/rewards_card (1).png">rewards_card (1).png</a></td></tr><tr><td><a href="contribute/">contribute</a></td><td>Learn how you can contribute to the growth and development of Ocean Protocol. Whether you're interested in community initiatives, open-source projects, or other opportunities, there are many ways to get involved and make a difference.</td><td></td><td></td><td><a href="contribute/">contribute</a></td><td><a href=".gitbook/assets/cover/contribute_card (1).png">contribute_card (1).png</a></td></tr></tbody></table>
diff --git a/contribute/README.md b/contribute/README.md
index d681c958..4c892bce 100644
--- a/contribute/README.md
+++ b/contribute/README.md
@@ -1,7 +1,7 @@
 ---
 title: Ways to Contribute
 description: Help to improve and develop Ocean core software.
-cover: ../.gitbook/assets/contribute (1).png
+cover: ../.gitbook/assets/cover/contribute.png
 coverY: 0
 ---
 
diff --git a/developers/datanft-and-datatoken.md b/developers/datanft-and-datatoken.md
index 349159d1..6bb83d28 100644
--- a/developers/datanft-and-datatoken.md
+++ b/developers/datanft-and-datatoken.md
@@ -62,7 +62,7 @@ Ocean provides convenient methods to list ERC20 datatokens for sale, with fixed-
 
 ### High-Level Behavior
 
-![High-Level Flow](<../.gitbook/assets/architecture/high-level-flow (1).png>)
+![High-Level Flow](../.gitbook/assets/architecture/high-level-flow.png)
 
 Here's an example.
 
diff --git a/infrastructure/setup-server.md b/infrastructure/setup-server.md
index cf250bac..9654f6fb 100644
--- a/infrastructure/setup-server.md
+++ b/infrastructure/setup-server.md
@@ -28,7 +28,7 @@ Select Ubuntu OS and choose a plan. The required CPU, Memory depends on the numb
 
 Also, select the region where you want Aquarius to be hosted and a root password.
 
-![Select region](../.gitbook/assets/server-setup/server-setup3.png)
+![Select region](<../.gitbook/assets/server-setup/server-setup3 (1).png>)
 
 ![Click create Droplet](../.gitbook/assets/server-setup/server-setup4.png)
 
diff --git a/user-guides/asset-hosting/azure-cloud.md b/user-guides/asset-hosting/azure-cloud.md
index 975b6f35..ff761e2e 100644
--- a/user-guides/asset-hosting/azure-cloud.md
+++ b/user-guides/asset-hosting/azure-cloud.md
@@ -18,41 +18,41 @@ Create an account on [Azure](https://azure.microsoft.com/en-us/). Users might al
 
 Go to the Azure portal: https://portal.azure.com/#home and select `Storage accounts` as shown below.
 
-![Select storage accounts](<../../.gitbook/assets/hosting/azure1 (1).png>)
+![Select storage accounts](../../.gitbook/assets/hosting/azure1.png)
 
 **Create a new storage account**
 
-![Create a storage account](../../.gitbook/assets/hosting/azure2.png)
+![Create a storage account](<../../.gitbook/assets/hosting/azure2 (1).png>)
 
 **Fill in the details**
 
-![Add details](<../../.gitbook/assets/hosting/azure3 (1).png>)
+![Add details](../../.gitbook/assets/hosting/azure3.png)
 
 **Storage account created**
 
-![Storage account created](../../.gitbook/assets/hosting/azure4.png)
+![Storage account created](<../../.gitbook/assets/hosting/azure4 (1).png>)
 
 **Step 2 - Create a blob container**
 
-![Create a blob container](<../../.gitbook/assets/hosting/azure5 (1).png>)
+![Create a blob container](../../.gitbook/assets/hosting/azure5.png)
 
 **Step 3 - Upload a file**
 
-![Upload a file](../../.gitbook/assets/hosting/azure6.png)
+![Upload a file](<../../.gitbook/assets/hosting/azure6 (1).png>)
 
 **Step 4 - Share the file**
 
 **Select the file to be published and click Generate SAS**
 
-![Click generate SAS](<../../.gitbook/assets/hosting/azure7 (1).png>)
+![Click generate SAS](../../.gitbook/assets/hosting/azure7.png)
 
 **Configure the SAS details and click `Generate SAS token and URL`**
 
-![Generate link to file](../../.gitbook/assets/hosting/azure8.png)
+![Generate link to file](<../../.gitbook/assets/hosting/azure8 (1).png>)
 
 **Copy the generated link**
 
-![Copy the link](../../.gitbook/assets/hosting/azure9.png)
+![Copy the link](<../../.gitbook/assets/hosting/azure9 (1).png>)
 
 **Step 5 - Publish the asset using the generated link**
 
diff --git a/user-guides/claim-ocean-rewards.md b/user-guides/claim-ocean-rewards.md
index 931db1e7..a57f97f9 100644
--- a/user-guides/claim-ocean-rewards.md
+++ b/user-guides/claim-ocean-rewards.md
@@ -8,11 +8,11 @@ Ocean Protocol's Data Farming dapp dispenses rewards every Thursday to its parti
 
 Want to begin [data farming](https://df.oceandao.org)? Start [here](get-veocean-tokens.md). 🤠
 
-### Step 1 - Navigate to the Data Farming Rewards page&#x20;
+### Step 1 - Navigate to the Data Farming Rewards page
 
 Go to [https://df.oceandao.org/](https://df.oceandao.org), and click the Rewards [link](https://df.oceandao.org/activerewards) at the top of the page.
 
-<figure><img src="../.gitbook/assets/rewards/Rewards-Tab.png" alt=""><figcaption><p>Click the Rewards link at the top of the page</p></figcaption></figure>
+<figure><img src="../.gitbook/assets/rewards/Rewards-Tab (1).png" alt=""><figcaption><p>Click the Rewards link at the top of the page</p></figcaption></figure>
 
 ### Step 2 - Click the pink 'Claim # OCEAN' buttons 🛎️
 
diff --git a/user-guides/compute-to-data/publish-a-c2d-algorithm-nft.md b/user-guides/compute-to-data/publish-a-c2d-algorithm-nft.md
index 6ea24f21..91dd5c5e 100644
--- a/user-guides/compute-to-data/publish-a-c2d-algorithm-nft.md
+++ b/user-guides/compute-to-data/publish-a-c2d-algorithm-nft.md
@@ -52,7 +52,7 @@ You're an algorithm guru after all!
 
 * Your preview should look like the following:
 
-<figure><img src="../../.gitbook/assets/c2d/preview-publish.png" alt="" width="375"><figcaption></figcaption></figure>
+<figure><img src="../../.gitbook/assets/c2d/preview-publish (1).png" alt="" width="375"><figcaption></figcaption></figure>
 
 #### Step 8 - Submit the transactions
 
@@ -60,6 +60,6 @@ You're an algorithm guru after all!
 
 <figure><img src="../../.gitbook/assets/c2d/Sign-transactions.png" alt=""><figcaption><p>Sign and pay gas for 2 transactions on the final publishing step</p></figcaption></figure>
 
-#### Congratulations on publishing your algorithm!&#x20;
+#### Congratulations on publishing your algorithm!
 
 * On to the next step -> [Publish a C2D Data NFT](publish-a-c2d-data-nft.md)
diff --git a/user-guides/compute-to-data/publish-a-c2d-data-nft.md b/user-guides/compute-to-data/publish-a-c2d-data-nft.md
index b83b4f32..a2a1c05d 100644
--- a/user-guides/compute-to-data/publish-a-c2d-data-nft.md
+++ b/user-guides/compute-to-data/publish-a-c2d-data-nft.md
@@ -62,7 +62,7 @@ description: How to publish a data NFT with C2D configurations
 
 #### Step 10 - Edit the Compute settings
 
-* &#x20;You must select the Edit Compute Settings button to add your algorithm to the data NFT for computation.
+* You must select the Edit Compute Settings button to add your algorithm to the data NFT for computation.
 
 <figure><img src="../../.gitbook/assets/c2d/edit-compute-settings.png" alt=""><figcaption><p>Select the Edit Compute Settings tab button</p></figcaption></figure>
 
@@ -78,7 +78,7 @@ description: How to publish a data NFT with C2D configurations
 
 #### Congratulations! You have fully finished the C2D flow. Check your work by verifying that your algorithm appears on the data NFT's page, like in the following example:
 
-<figure><img src="../../.gitbook/assets/c2d/double-check-work.png" alt="" width="375"><figcaption><p>Your algorithm should appear now on the data NFT's page!</p></figcaption></figure>
+<figure><img src="../../.gitbook/assets/c2d/double-check-work (1).png" alt="" width="375"><figcaption><p>Your algorithm should appear now on the data NFT's page!</p></figcaption></figure>
 
 If you would like to run the compute job, then simply click the radio button to the left of the algorithm's name and click Buy Compute Job.