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diff --git a/.gitbook/assets/show-wallet.gif b/.gitbook/assets/show-wallet.gif
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diff --git a/.gitbook/assets/the-algorithm.gif b/.gitbook/assets/the-algorithm.gif
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diff --git a/discover/engage.md b/discover/engage.md
index 560ae938..1305efda 100644
--- a/discover/engage.md
+++ b/discover/engage.md
@@ -6,9 +6,7 @@ description: Learn the Web3 concepts backing up Ocean Protocol tech
You'll need to know a thing or two about **Web3** to fully understand Ocean Protocol's tech... Let's get started with the basics. 🧑🏫
-{% embed url="https://media.giphy.com/media/cu1HaFsymELztiENZk/giphy.gif" %}
-Prepare yourself, my friend
-{% endembed %}
+
### Blockchain: The backbone of Ocean Protocol
diff --git a/discover/wallets.md b/discover/wallets.md
index 08041cb4..55d21a75 100644
--- a/discover/wallets.md
+++ b/discover/wallets.md
@@ -6,7 +6,7 @@ description: Fundamental knowledge of using ERC-20 crypto wallets.
Ocean Protocol users require an ERC-20 compatible wallet to manage their OCEAN and ETH tokens. In this guide, we will provide some recommendations for different wallet options.
-{% embed url="https://media.giphy.com/media/X2xRGTElqdfry/giphy.gif" %}
+
### What is a wallet?
diff --git a/user-guides/compute-to-data/make-a-boss-c2d-algorithm.md b/user-guides/compute-to-data/make-a-boss-c2d-algorithm.md
index 8841162e..aaeb3997 100644
--- a/user-guides/compute-to-data/make-a-boss-c2d-algorithm.md
+++ b/user-guides/compute-to-data/make-a-boss-c2d-algorithm.md
@@ -1,14 +1,14 @@
---
description: >-
How to construct the beginnings of an awesome algorithm for C2D compute jobs
- on datasets
+ on datasets 😎
---
# Make a Boss C2D Algorithm
-{% embed url="https://media3.giphy.com/media/cub3pntkz8muQ/giphy.gif?cid=ecf05e47o9fdrqco4jqpeyh7899whqgw5tnd43elr023rykr&ep=v1_gifs_search&rid=giphy.gif" %}
+
-The beginning of any great algorithm for Compute-to-Data first starts by referencing the dataset file correctly on the Docker container. Here is the code in both Python and Javascript for how to correctly reference your dataset file on the Docker container:
+The beginning of any great algorithm for Compute-to-Data starts by referencing the dataset file correctly on the Docker container. Here is the code in both Python and Javascript for how to reference your dataset file on the Docker container:
### Open the local dataset file
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 99867447..ff79cd18 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
@@ -4,9 +4,7 @@ description: How to publish a C2D algorithm NFT on the Ocean Market
# Publish a C2D Algorithm NFT
-{% embed url="https://media0.giphy.com/media/3o6Yg4GUVgIUg3bf7W/giphy.gif?cid=ecf05e47ic4sshrkoyjtqms5un2lefebokek9hxcngiedlod&ct=g&ep=v1_gifs_search&rid=giphy.gif" %}
-You're an algorithm guru after all!
-{% endembed %}
+
### Publish Your Algorithm NFT
diff --git a/user-guides/using-ocean-market.md b/user-guides/using-ocean-market.md
index 255fb50e..a29ea9b6 100644
--- a/user-guides/using-ocean-market.md
+++ b/user-guides/using-ocean-market.md
@@ -4,9 +4,7 @@ description: Buy, mint, and sell all sorts of data on the Ocean Market
# Guide to Ocean Market
-{% embed url="https://media0.giphy.com/media/z2D26GunfUK1W/giphy.gif?cid=ecf05e47wpd5wmzqufkvdbuo6kjbp8y97t1bdqlckfjo3ohj&ct=g&ep=v1_gifs_search&rid=giphy.gif" %}
-Who doesn't love shopping on the Ocean Market?!
-{% endembed %}
+
### What is the [Ocean Market](https://market.oceanprotocol.com/)? 🛒