diff --git a/.obsidian/workspace.json b/.obsidian/workspace.json
index a935a32..bdb979b 100644
--- a/.obsidian/workspace.json
+++ b/.obsidian/workspace.json
@@ -30,8 +30,23 @@
               "icon": "lucide-file",
               "title": "Cloud Computing Cours 3"
             }
+          },
+          {
+            "id": "be76ae4eb3f25e5b",
+            "type": "leaf",
+            "state": {
+              "type": "split-diff-view",
+              "state": {
+                "aFile": "ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 3.md",
+                "bFile": "ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 3.md",
+                "aRef": ""
+              },
+              "icon": "diff",
+              "title": "Diff: Cloud Computing Cours 3"
+            }
           }
-        ]
+        ],
+        "currentTab": 1
       }
     ],
     "direction": "vertical"
@@ -204,17 +219,17 @@
       "obsidian-git:Open Git source control": false
     }
   },
-  "active": "e11a6a080eb83632",
+  "active": "be76ae4eb3f25e5b",
   "lastOpenFiles": [
-    "ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 1.md",
+    "ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 3.md",
     "ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 2.md",
+    "ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 1.md",
+    "ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 5.md",
+    "ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 4.md",
     "ISEN/Cloud Computing/CIPA4/TP 4 Ansible.md",
     "ISEN/Cloud Computing/CIPA4/TP 3 Ansible.md",
     "ISEN/Cloud Computing/CIPA4/TP 2 Ansible.md",
     "ISEN/Cloud Computing/CIPA4/TP 1 Ansible.md",
-    "ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 5.md",
-    "ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 4.md",
-    "ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 3.md",
     "ISEN/Introduction a la cyber et a la cryptographie/CIPA 4/Cours 2.md",
     "ISEN/Introduction a la cyber et a la cryptographie/CIPA 4/Tunnel SSH TP.canvas",
     "ISEN/Introduction a la cyber et a la cryptographie/CIPA 4/Cours 1.md",
diff --git a/ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 1.md b/ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 1.md
index 2f2b0fb..c20462a 100644
--- a/ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 1.md	
+++ b/ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 1.md	
@@ -2,7 +2,11 @@
 # Ansible
 ## TP
 Sujet des tp : https://git.arnaudmorin.fr/arnaud/trainings/src/branch/main/ansible/training/lessons
+
 TP1: [TP 1 Ansible](TP%201%20Ansible.md)
+
 TP2: [TP 2 Ansible](TP%202%20Ansible.md)
+
 TP3: [TP 3 Ansible](TP%203%20Ansible.md)
+
 TP4: [TP 4 Ansible](TP%204%20Ansible.md)
diff --git a/ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 2.md b/ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 2.md
index ba4a199..8a8f2ad 100644
--- a/ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 2.md	
+++ b/ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 2.md	
@@ -1,15 +1,19 @@
 #CIPA4 #CloudComputing #DP 
-```table-of-contents
-title: 
-style: nestedList # TOC style (nestedList|nestedOrderedList|inlineFirstLevel)
-minLevel: 0 # Include headings from the specified level
-maxLevel: 0 # Include headings up to the specified level
-include: 
-exclude: 
-includeLinks: true # Make headings clickable
-hideWhenEmpty: false # Hide TOC if no headings are found
-debugInConsole: false # Print debug info in Obsidian console
-```
+- [TP Openstack](#tp-openstack)
+  - [Instance](#instance)
+    - [Boot](#boot)
+    - [Ping](#ping)
+    - [Security rules](#security-rules)
+    - [Connect with ssh](#connect-with-ssh)
+    - [Delete the instance](#delete-the-instance)
+  - [Private networks](#private-networks)
+    - [Create a router](#create-a-router)
+    - [Boot](#boot-1)
+    - [Floating IP](#floating-ip)
+  - [Userdata](#userdata)
+    - [Start an instance](#start-an-instance)
+    - [Check the result](#check-the-result)
+  - [demo-flask](#demo-flask)
 
 # TP Openstack
 ## Instance
@@ -21,10 +25,12 @@ openstack server create --image 'Debian 12' --flavor small --network public --ke
 
 ### Ping
 Q: is it working?
+
 No
 
 ### Security rules
 Q: is ping working now?
+
 Yes
 
 ### Connect with ssh
@@ -41,9 +47,11 @@ openstack server delete myvm01
 ## Private networks
 ### Create a router
 Q: which IP address the router is having in your private network?
+
 192.168.42.1
 
 Q: which IP addres the router is having as external gateway?
+
 51.91.90.70
 
 ### Boot
@@ -51,6 +59,7 @@ Q: which IP addres the router is having as external gateway?
 openstack server create --image 'Debian 12' --flavor small --network private --key-name isen myvm01
 ```
 Q: can you access to your instance in SSH?
+
 No
 
 ### Floating IP
@@ -83,9 +92,11 @@ openstack server create --image 'Debian 12' --flavor small --network private --k
 
 ### Check the result
 Q: what is the name of the service running inside your instance that execute this `user-data` script?
+
 cloud-init
 
 Q: from which url this service retrieve the script?
+
 http://169.254.169.254/openstack/2012-08-10/user_data
 
 ## demo-flask
diff --git a/ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 3.md b/ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 3.md
index 454822c..77b5724 100644
--- a/ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 3.md	
+++ b/ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 3.md	
@@ -1,15 +1,23 @@
 #CloudComputing #DP #CIPA4 
-```table-of-contents
-title: 
-style: nestedList # TOC style (nestedList|nestedOrderedList|inlineFirstLevel)
-minLevel: 0 # Include headings from the specified level
-maxLevel: 0 # Include headings up to the specified level
-include: 
-exclude: 
-includeLinks: true # Make headings clickable
-hideWhenEmpty: false # Hide TOC if no headings are found
-debugInConsole: false # Print debug info in Obsidian console
-```
+- [TP Git](#tp-git)
+  - [Basic commits](#basic-commits)
+  - [Basic staging](#basic-staging)
+  - [Basic branching](#basic-branching)
+  - [ff-merge](#ff-merge)
+  - [3-way-merge](#3-way-merge)
+  - [Merge conflict](#merge-conflict)
+  - [Merge mergesort](#merge-mergesort)
+  - [Rebase branch](#rebase-branch)
+  - [Commit on wrong branch II](#commit-on-wrong-branch-ii)
+- [TP Docker](#tp-docker)
+  - [Our app](#our-app)
+  - [Updating our app](#updating-our-app)
+  - [Sharing our app](#sharing-our-app)
+  - [Persisting our DB](#persisting-our-db)
+  - [Using Bind Mounts](#using-bind-mounts)
+  - [Multi-Container Apps](#multi-container-apps)
+  - [Using docker compose](#using-docker-compose)
+  - [Image Building Best Practices](#image-building-best-practices)
 
 # TP Git
 ## Basic commits
@@ -222,4 +230,9 @@ services:
 			MYSQL_DATABASE: todos 
 volumes: 
 	todo-mysql-data:
-```
\ No newline at end of file
+```
+
+Lien vers l'image docker 
+
+https://nexus.mrqt.fr/#browse/browse:dockerr:v2%2Fgetting-started%2Ftags%2Flatest
+
diff --git a/ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 4.md b/ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 4.md
index 980099d..979e70b 100644
--- a/ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 4.md	
+++ b/ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 4.md	
@@ -1,15 +1,11 @@
 #DP #CIPA4 #CloudComputing 
-```table-of-contents
-title: 
-style: nestedList # TOC style (nestedList|nestedOrderedList|inlineFirstLevel)
-minLevel: 0 # Include headings from the specified level
-maxLevel: 0 # Include headings up to the specified level
-include: 
-exclude: 
-includeLinks: true # Make headings clickable
-hideWhenEmpty: false # Hide TOC if no headings are found
-debugInConsole: false # Print debug info in Obsidian console
-```
+- [TP Kube](#tp-kube)
+  - [Creating a service](#creating-a-service)
+  - [Edit your deployment](#edit-your-deployment)
+  - [Updating the app](#updating-the-app)
+  - [Demo-flask](#demo-flask)
+- [TP Kube Partie 2](#tp-kube-partie-2)
+  - [Bonus HTTPS](#bonus-https)
 
 # TP Kube
 ## Creating a service
@@ -19,6 +15,7 @@ curl http://135.125.246.84:8080
 ```
 
 Q: how many pods do you have? Why?
+
 1 pods, it use 1 by default
 
 ## Edit your deployment
@@ -41,6 +38,7 @@ Hello Kubernetes bootcamp! | Running on: first-dep-6d75bd9fc8-zngh4 | v=1
 ```
 
 Q: how many pods do you have?
+
 2
 
 Q: is the output always the same? Explain why.
@@ -56,6 +54,7 @@ No it balance between all pods to balance the load.
 
 ## Updating the app
 Q: do you see the `v=2`?
+
 Yes
 ```bash
 ╭─ 💁 root at 💻 isen-41 in 📁 ~
diff --git a/ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 5.md b/ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 5.md
index 98824ba..21dea06 100644
--- a/ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 5.md	
+++ b/ISEN/Cloud Computing/CIPA4/Cloud Computing Cours 5.md	
@@ -1,15 +1,12 @@
 #DP #CloudComputing #CIPA4 
-```table-of-contents
-title: 
-style: nestedList # TOC style (nestedList|nestedOrderedList|inlineFirstLevel)
-minLevel: 0 # Include headings from the specified level
-maxLevel: 0 # Include headings up to the specified level
-include: 
-exclude: 
-includeLinks: true # Make headings clickable
-hideWhenEmpty: false # Hide TOC if no headings are found
-debugInConsole: false # Print debug info in Obsidian console
-```
+- [TP Terraform](#tp-terraform)
+  - [101](#101)
+  - [102](#102)
+  - [103](#103)
+  - [104](#104)
+  - [105](#105)
+
+
 
 # TP Terraform
 ## 101