diff --git a/data/1_Orchestration/interpret_output_docker_inspect_command.yaml b/data/1_Orchestration/interpret_output_docker_inspect_command.yaml
index 272e2be..785874b 100644
--- a/data/1_Orchestration/interpret_output_docker_inspect_command.yaml
+++ b/data/1_Orchestration/interpret_output_docker_inspect_command.yaml
@@ -41,7 +41,7 @@ questions:
       - { value: 'docker inspect --ip-only <container>', correct: false }
       - { value: 'docker info --network <container>', correct: false }
       - { value: 'docker logs --network-info <container>', correct: false }
-      - { value: 'docker inspect -f `{{ .NetworkSettings.IPAddress }}` <container>', correct: true }
+      - { value: "docker inspect -f '{{ .NetworkSettings.IPAddress }}' <container>", correct: true }
     help: https://docs.docker.com/reference/cli/docker/inspect/
 
   - uuid: 5e7f3841-bd3f-4e3e-b63b-73f4b7b9482e
diff --git a/data/2_Image_creation_management_registry/describe_demonstrate_how_to_inspect_images_report_specific_attributes_using_filter_format.yaml b/data/2_Image_creation_management_registry/describe_demonstrate_how_to_inspect_images_report_specific_attributes_using_filter_format.yaml
index dcaca16..d34b52a 100644
--- a/data/2_Image_creation_management_registry/describe_demonstrate_how_to_inspect_images_report_specific_attributes_using_filter_format.yaml
+++ b/data/2_Image_creation_management_registry/describe_demonstrate_how_to_inspect_images_report_specific_attributes_using_filter_format.yaml
@@ -40,6 +40,8 @@ questions:
     answers:
       - { value: 'docker images --format "{{.ID}}: {{.Repository}}"', correct: true }
       - { value: 'docker images --format "{{.Image}}: {{.Name}}"', correct: false }
+      - { value: 'docker images --template "ID={{.ID}}"', correct: false }
+      - { value: 'docker images --output "{{.Repository}}"', correct: false }
     help: https://docs.docker.com/reference/cli/docker/image/ls/
 
   - uuid: e54ad2de-5be4-4385-944b-d0c991d3f88e
@@ -60,15 +62,6 @@ questions:
       - { value: '.Tags', correct: false }
     help: https://docs.docker.com/reference/cli/docker/image/ls/#format-the-output---format
 
-  - uuid: 67917938-64c5-4a76-9152-871db7e60db8
-    question: What does the `--digests` flag show in `docker images`?
-    answers:
-      - { value: 'Untagged containers', correct: false }
-      - { value: 'Image file system structure', correct: false }
-      - { value: 'Content-addressable image identifiers', correct: true }
-      - { value: 'All intermediate layers', correct: false }
-    help: https://docs.docker.com/reference/cli/docker/image/ls/#list-image-digests---digests
-
   - uuid: 4622a734-8c7e-4f91-bd8a-55e7fd31c43e
     question: How can you list untagged (dangling) images?
     answers:
diff --git a/data/2_Image_creation_management_registry/describe_the_use_of_dockerfile.yaml b/data/2_Image_creation_management_registry/describe_the_use_of_dockerfile.yaml
index aa71b0b..f2d73a6 100644
--- a/data/2_Image_creation_management_registry/describe_the_use_of_dockerfile.yaml
+++ b/data/2_Image_creation_management_registry/describe_the_use_of_dockerfile.yaml
@@ -5,6 +5,7 @@ questions:
       - { value: 'To deploy containers in Kubernetes', correct: false }
       - { value: 'To configure Docker Hub settings', correct: false }
       - { value: 'To automate image creation using versioned instructions', correct: true }
+      - { value: 'To manage Docker daemon runtime options', correct: false }
     help: https://docs.docker.com/engine/reference/builder/
 
   - uuid: c174e319-85dc-47d2-bde5-fc9482c87212
@@ -13,6 +14,7 @@ questions:
       - { value: 'It ensures repeatability and automation', correct: true }
       - { value: 'It creates containers instead of images', correct: false }
       - { value: 'It improves image compression', correct: false }
+      - { value: 'It bypasses the need for a base image', correct: false }
     help: https://docs.docker.com/develop/develop-images/dockerfile_best-practices/
 
   - uuid: 1d87b0ec-ecc7-42f2-88d5-5cd193449bfa
@@ -21,6 +23,7 @@ questions:
       - { value: 'The orchestration of services across nodes', correct: false }
       - { value: 'The logging behavior of running containers', correct: false }
       - { value: 'The step-by-step instructions to build a Docker image', correct: true }
+      - { value: 'The network configuration of a Docker Swarm cluster', correct: false }
     help: https://docs.docker.com/engine/reference/builder/
 
   - uuid: e7f40412-2c7a-4bfa-9eac-7a5aa7e708f6
@@ -29,6 +32,7 @@ questions:
       - { value: 'It deploys applications to production automatically', correct: false }
       - { value: 'It enables consistent image builds across environments', correct: true }
       - { value: 'It replaces the Docker daemon configuration', correct: false }
+      - { value: 'It eliminates the need for version control', correct: false }
     help: https://docs.docker.com/build/ci/
 
   - uuid: 3c5fbd4f-cf77-46a3-a8a4-063408c5f9b3
@@ -37,4 +41,5 @@ questions:
       - { value: 'A volume definition file for persistent storage', correct: false }
       - { value: 'A text file containing image build instructions', correct: true }
       - { value: 'A binary image used to start containers', correct: false }
+      - { value: 'A YAML manifest for container orchestration', correct: false }
     help: https://docs.docker.com/engine/reference/builder/