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2 changes: 1 addition & 1 deletion pages/index.md
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Expand Up @@ -1107,6 +1107,7 @@
+ [Comparative tables - AI Notebooks, AI Training, AI Deploy](public_cloud/ai_machine_learning/gi_00_ai_comparative-table)
+ [Users - Manage AI users and roles](public_cloud/ai_machine_learning/gi_01_manage_users)
+ [Data - Concept and best practices](public_cloud/ai_machine_learning/gi_02_concepts_data)
+ [AI Tools - Remote SSH Connection](public_cloud/ai_machine_learning/gi_03_remote_connection)
+ [Data - Compliance between AI Tools and S3 compatible Object Storage](public_cloud/ai_machine_learning/gi_08_s3_compliance)
+ [FAQ - AI Training](public_cloud/ai_machine_learning/gi_04_training_FAQ)
+ [ovhai CLI - Cheat Sheet](public_cloud/ai_machine_learning/gi_05_ovhai_cheatsheet)
Expand Down Expand Up @@ -1164,7 +1165,6 @@
+ [Tutorials](public-cloud-ai-and-machine-learning-ai-training-tutorials)
+ [AI Training - Tutorial - Train your first ML model](public_cloud/ai_machine_learning/training_tuto_01_train_your_first_model)
+ [AI Training - Tutorial - Build & use custom Docker image](public_cloud/ai_machine_learning/training_tuto_02_build_custom_image)
+ [AI Training - Tutorial - Connect to VSCode via remote](public_cloud/ai_machine_learning/training_tuto_04_vscode_remote)
+ [AI Training - Tutorial - Use tensorboard inside a job](public_cloud/ai_machine_learning/training_tuto_05_tensorboard)
+ [AI Training - Tutorial - Compare models with W&B for audio classification task](public_cloud/ai_machine_learning/training_tuto_06_models_comparaison_weights_and_biases)
+ [AI Training - Tutorial - Train a Rasa chatbot with Docker and AI Training](public_cloud/ai_machine_learning/training_tuto_07_train_rasa_chatbot)
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Expand Up @@ -180,7 +180,7 @@ A few other options are available for your jobs.
- `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption
- `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli)
- `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role.
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote)
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection)
- `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job.

### Run a job
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -180,7 +180,7 @@ A few other options are available for your jobs.
- `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption
- `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli)
- `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role.
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote)
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection)
- `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job.

### Run a job
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -180,7 +180,7 @@ A few other options are available for your jobs.
- `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption
- `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli)
- `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role.
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote)
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection)
- `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job.

### Run a job
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -180,7 +180,7 @@ A few other options are available for your jobs.
- `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption
- `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli)
- `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role.
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote)
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection)
- `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job.

### Run a job
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -180,7 +180,7 @@ A few other options are available for your jobs.
- `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption
- `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli)
- `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role.
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote)
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection)
- `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job.

### Run a job
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -180,7 +180,7 @@ A few other options are available for your jobs.
- `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption
- `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli)
- `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role.
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote)
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection)
- `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job.

### Run a job
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -180,7 +180,7 @@ A few other options are available for your jobs.
- `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption
- `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli)
- `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role.
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote)
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection)
- `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job.

### Run a job
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -180,7 +180,7 @@ A few other options are available for your jobs.
- `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption
- `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli)
- `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role.
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote)
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection)
- `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job.

### Run a job
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -180,7 +180,7 @@ A few other options are available for your jobs.
- `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption
- `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli)
- `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role.
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote)
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection)
- `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job.

### Run a job
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -180,7 +180,7 @@ A few other options are available for your jobs.
- `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption
- `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli)
- `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role.
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote)
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection)
- `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job.

### Run a job
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -180,7 +180,7 @@ A few other options are available for your jobs.
- `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption
- `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli)
- `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role.
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote)
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection)
- `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job.

### Run a job
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -180,7 +180,7 @@ A few other options are available for your jobs.
- `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption
- `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli)
- `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role.
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote)
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection)
- `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job.

### Run a job
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -180,7 +180,7 @@ A few other options are available for your jobs.
- `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption
- `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli)
- `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role.
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote)
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection)
- `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job.

### Run a job
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -180,7 +180,7 @@ A few other options are available for your jobs.
- `--timeout` timeout after which the job will stop even if the process in the job did not end, helps you control your consumption
- `--label` free labels to help you organize your jobs, labels are also used to scope `app_token`, learn more about `app_token` and how to create them [here](/pages/public_cloud/ai_machine_learning/cli_13_howto_app_token_cli)
- `--read-user` you can add a `read-user` to a job, a read user will only have access to the service exposed behind the `job_url`. The read-user must match with the username of an AI Platform user with an `AI Training read` role.
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/training_tuto_04_vscode_remote)
- `--ssh-public-keys` allows you to access your job through SSH, it is particularly useful to [setup a VSCode Remote](/pages/public_cloud/ai_machine_learning/gi_03_remote_connection)
- `--from` run a job based on the specification of a previous one. All options will override the base job values. The `--image` is the flag used to override the image of the base job.

### Run a job
Expand Down
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