diff --git a/docs/getting_started/video_tutorials/agent_remote_execution_and_automation.md b/docs/getting_started/video_tutorials/agent_remote_execution_and_automation.md
index 8cb01f8a..fba249b2 100644
--- a/docs/getting_started/video_tutorials/agent_remote_execution_and_automation.md
+++ b/docs/getting_started/video_tutorials/agent_remote_execution_and_automation.md
@@ -7,7 +7,7 @@ title: Agent Remote Execution and Automation
 
 <div style={{position: 'relative', overflow: 'hidden', width: '100%', paddingTop: '56.25%' }} >
 <iframe style={{position: 'absolute', top: '0', left: '0', bottom: '0', right: '0', width: '100%', height: '100%'}} 
-        src="https://www.youtube.com/embed/MX3BrXnaULs" 
+        src="https://www.youtube.com/embed/MX3BrXnaULs?rel=0" 
         title="YouTube video player" 
         frameborder="0" 
         allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; fullscreen" 
diff --git a/docs/getting_started/video_tutorials/clearml-data.md b/docs/getting_started/video_tutorials/clearml-data.md
index 6ed80e22..4697531a 100644
--- a/docs/getting_started/video_tutorials/clearml-data.md
+++ b/docs/getting_started/video_tutorials/clearml-data.md
@@ -7,7 +7,7 @@ title: ClearML-Data
 
 <div style={{position: 'relative', overflow: 'hidden', width: '100%', paddingTop: '56.25%' }} >
 <iframe style={{position: 'absolute', top: '0', left: '0', bottom: '0', right: '0', width: '100%', height: '100%'}} 
-        src="https://www.youtube.com/embed/S2pz9jn26uI" 
+        src="https://www.youtube.com/embed/S2pz9jn26uI?rel=0" 
         title="YouTube video player" 
         frameborder="0" 
         allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; fullscreen" 
diff --git a/docs/getting_started/video_tutorials/core_component_overview.md b/docs/getting_started/video_tutorials/core_component_overview.md
index d9a8a229..09e7ad41 100644
--- a/docs/getting_started/video_tutorials/core_component_overview.md
+++ b/docs/getting_started/video_tutorials/core_component_overview.md
@@ -6,7 +6,7 @@ title: Core Component Overview
 
 <div style={{position: 'relative', overflow: 'hidden', width: '100%', paddingTop: '56.25%' }} >
 <iframe style={{position: 'absolute', top: '0', left: '0', bottom: '0', right: '0', width: '100%', height: '100%'}} 
-        src="https://www.youtube.com/embed/s3k9ntmQmD4" 
+        src="https://www.youtube.com/embed/s3k9ntmQmD4?rel=0" 
         title="YouTube video player" 
         frameborder="0" 
         allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; fullscreen" 
diff --git a/docs/getting_started/video_tutorials/experiment_management_best_practices.md b/docs/getting_started/video_tutorials/experiment_management_best_practices.md
index 2c99a00f..44f888b5 100644
--- a/docs/getting_started/video_tutorials/experiment_management_best_practices.md
+++ b/docs/getting_started/video_tutorials/experiment_management_best_practices.md
@@ -7,7 +7,7 @@ title: Experiment Management Best Practices
 
 <div style={{position: 'relative', overflow: 'hidden', width: '100%', paddingTop: '56.25%' }} >
 <iframe style={{position: 'absolute', top: '0', left: '0', bottom: '0', right: '0', width: '100%', height: '100%'}} 
-        src="https://www.youtube.com/embed/kyOfwVg05EM" 
+        src="https://www.youtube.com/embed/kyOfwVg05EM?rel=0" 
         title="YouTube video player" 
         frameborder="0" 
         allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; fullscreen" 
diff --git a/docs/getting_started/video_tutorials/experiment_manager_hands-on.md b/docs/getting_started/video_tutorials/experiment_manager_hands-on.md
index 961674cb..731b193a 100644
--- a/docs/getting_started/video_tutorials/experiment_manager_hands-on.md
+++ b/docs/getting_started/video_tutorials/experiment_manager_hands-on.md
@@ -7,7 +7,7 @@ title: Experiment Manager Hands-on
 
 <div style={{position: 'relative', overflow: 'hidden', width: '100%', paddingTop: '56.25%' }} >
 <iframe style={{position: 'absolute', top: '0', left: '0', bottom: '0', right: '0', width: '100%', height: '100%'}} 
-        src="https://www.youtube.com/embed/bjWwZAzDxTY" 
+        src="https://www.youtube.com/embed/bjWwZAzDxTY?rel=0" 
         title="YouTube video player" 
         frameborder="0" 
         allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; fullscreen" 
diff --git a/docs/getting_started/video_tutorials/hyperdatasets_data_versioning.md b/docs/getting_started/video_tutorials/hyperdatasets_data_versioning.md
index 3304fb58..8c6e843a 100644
--- a/docs/getting_started/video_tutorials/hyperdatasets_data_versioning.md
+++ b/docs/getting_started/video_tutorials/hyperdatasets_data_versioning.md
@@ -7,7 +7,7 @@ title: Hyperdatasets Data Versioning
 
 <div style={{position: 'relative', overflow: 'hidden', width: '100%', paddingTop: '56.25%' }} >
 <iframe style={{position: 'absolute', top: '0', left: '0', bottom: '0', right: '0', width: '100%', height: '100%'}} 
-        src="https://www.youtube.com/embed/1VliYRexeLU" 
+        src="https://www.youtube.com/embed/1VliYRexeLU?rel=0" 
         title="YouTube video player" 
         frameborder="0" 
         allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; fullscreen" 
diff --git a/docs/getting_started/video_tutorials/hyperparameter_optimization.md b/docs/getting_started/video_tutorials/hyperparameter_optimization.md
index 7d5f566c..4a6d217b 100644
--- a/docs/getting_started/video_tutorials/hyperparameter_optimization.md
+++ b/docs/getting_started/video_tutorials/hyperparameter_optimization.md
@@ -7,7 +7,7 @@ title: Hyperparameter Optimization
 
 <div style={{position: 'relative', overflow: 'hidden', width: '100%', paddingTop: '56.25%' }} >
 <iframe style={{position: 'absolute', top: '0', left: '0', bottom: '0', right: '0', width: '100%', height: '100%'}} 
-        src="https://www.youtube.com/embed/dLkP7y4USFg" 
+        src="https://www.youtube.com/embed/dLkP7y4USFg?rel=0" 
         title="YouTube video player" 
         frameborder="0" 
         allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; fullscreen" 
diff --git a/docs/getting_started/video_tutorials/pipelines_from_code.md b/docs/getting_started/video_tutorials/pipelines_from_code.md
index ebbd5ced..5acadd42 100644
--- a/docs/getting_started/video_tutorials/pipelines_from_code.md
+++ b/docs/getting_started/video_tutorials/pipelines_from_code.md
@@ -7,7 +7,7 @@ title: Pipelines from code
 
 <div style={{position: 'relative', overflow: 'hidden', width: '100%', paddingTop: '56.25%' }} >
 <iframe style={{position: 'absolute', top: '0', left: '0', bottom: '0', right: '0', width: '100%', height: '100%'}} 
-        src="https://www.youtube.com/embed/UVBk337xzZo" 
+        src="https://www.youtube.com/embed/UVBk337xzZo?rel=0" 
         title="YouTube video player" 
         frameborder="0" 
         allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; fullscreen" 
diff --git a/docs/getting_started/video_tutorials/pipelines_from_tasks.md b/docs/getting_started/video_tutorials/pipelines_from_tasks.md
index 30c33936..e04ffdcd 100644
--- a/docs/getting_started/video_tutorials/pipelines_from_tasks.md
+++ b/docs/getting_started/video_tutorials/pipelines_from_tasks.md
@@ -7,7 +7,7 @@ title: Pipelines from tasks
 
 <div style={{position: 'relative', overflow: 'hidden', width: '100%', paddingTop: '56.25%' }} >
 <iframe style={{position: 'absolute', top: '0', left: '0', bottom: '0', right: '0', width: '100%', height: '100%'}} 
-        src="https://www.youtube.com/embed/prZ_eiv_y3c" 
+        src="https://www.youtube.com/embed/prZ_eiv_y3c?rel=0" 
         title="YouTube video player" 
         frameborder="0" 
         allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; fullscreen" 
diff --git a/docs/getting_started/video_tutorials/quick_introduction.md b/docs/getting_started/video_tutorials/quick_introduction.md
index 0ee712d6..6ffb650b 100644
--- a/docs/getting_started/video_tutorials/quick_introduction.md
+++ b/docs/getting_started/video_tutorials/quick_introduction.md
@@ -7,7 +7,7 @@ title: Quick Introduction
 
 <div style={{position: 'relative', overflow: 'hidden', width: '100%', paddingTop: '56.25%' }} >
 <iframe style={{position: 'absolute', top: '0', left: '0', bottom: '0', right: '0', width: '100%', height: '100%'}} 
-        src="https://www.youtube.com/embed/-9vqxF2UfFU" 
+        src="https://www.youtube.com/embed/-9vqxF2UfFU?rel=0" 
         title="YouTube video player" 
         frameborder="0" 
         allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; fullscreen" 
diff --git a/docs/getting_started/video_tutorials/the_clearml_autoscaler.md b/docs/getting_started/video_tutorials/the_clearml_autoscaler.md
index 4b27579f..f7938985 100644
--- a/docs/getting_started/video_tutorials/the_clearml_autoscaler.md
+++ b/docs/getting_started/video_tutorials/the_clearml_autoscaler.md
@@ -7,7 +7,7 @@ title: The ClearML Autoscaler
 
 <div style={{position: 'relative', overflow: 'hidden', width: '100%', paddingTop: '56.25%' }} >
 <iframe style={{position: 'absolute', top: '0', left: '0', bottom: '0', right: '0', width: '100%', height: '100%'}} 
-        src="https://www.youtube.com/embed/j4XVMAaUt3E" 
+        src="https://www.youtube.com/embed/j4XVMAaUt3E?rel=0" 
         title="YouTube video player" 
         frameborder="0" 
         allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; fullscreen"