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1.
Preface
Table of Content
Introduction
Legal Notice
Used For
Manual Configuration
Notation Convention
Additional Explanation and Guide
Revision History
2.
Overview
2.1
Overview and Purpose of Use
2.2
Features and Restriction
2.3
System Requirement
2.4
Main Feature
2.5
Relative Term
3.
Getting Started
3.1
Signing-up
3.2
Login
3.3
Main Page
3.4
Logout
3.5
Editing My Information and Password
4.
Introduction of Feature by Module
4.1
Viewing Workpace
Global Navigation Bar (GNB)
Link
Settings
Move to Management Page
Move to Virtual Data Box
Release Note
License
Profile
Project List
Home
Links
My Project or All Project
Notice
Service List
My Space
Gitlab
4.2
Viewing Workflow Modeler
Global Navigation Bar (GNB)
Resource
Agent
Documentation
Notice
Settings
Move to Management Page
Open the Preferences window
Release Note
Profile
Toolbar
Model Information
Feature Reference
Version Management
Schedule
Tooltip
Zoom
History
Feature Clipboard
Variables
Optimization (OPT)
OPT Management
OPT Run
Run
Diagram Editor
Feature Mouse Over
Diagram Part Selection
Diagram Part Selection
Minimap
Sheet Editor
Data Panel
Properties Panel
Viewing Variables
Viewing Input Data
Outline
Viewing Palette
Feature Tab
Template Tab
Data Tab
Viewing Returning Data
Optimization
4.3
Jupyter Jupyter Notebook
Jupyter Notebook Service Resource Setting
Starting Jupyter Notebook Service
Deleting Jupyter Notebook Service
Running Jupyter Notebook Service
4.4
Viewing Script
Global Navigation Bar (GNB)
Documentation
Notice
Settings
Profile
Toolbar
Feature Reference
History
Script Editor
Viewing Script
Scala Script
SQL Script
Viewing Palette
Feature Tab
Data Tab
UDF Tab
4.5
Viewing Report
Global Navigation Bar (GNB)
Profile
Toolbar
Chart add page
Loading Data
Repository Data
Staging Data
Data Sources
Data Card
Visualize
Page Editor
Data Sources
Filter
Page Layout
Object Options
Publishing
Publish Report List
4.6
Viewing Analytics Application
Global Navigation Bar (GNB)
Profile
Analytics Application Template
General Information
Page Component Setting
Data & Variable Setting
Final Check
Page Component Tool
Data Tool
Variables Tool
Run Tool
Condition Tool
Report Tool
Request Tool
Response Tool
Language Tool
Simulation Tool
Edit History
Fill Color
Page Size
Previewing & Publishing
Publish History
New Publish
Published
Publish Report
4.7
Viewing Guided Analytics
Global Navigation Bar (GNB)
How to Use
Profile
Loading Data
Loading Data
Setting Input Path
Preview Data
Profiling Data
Select Target & Profile Data
Select Column
Review Profiling Result & Select features
Visualization
Cleansing Data
Review Data Summary
Select Cleansing Method
Selecting Model
Data Split
Select Model & Tune Hyper-Parameters
Evaluating
Learning Result
Inference Performance
Reflect and view workflow
Workflow
4.8
MLM View
Global Navigation Bar (GNB)
Profile
Experiment
Model
Deleting Experiment and Model
Comparing Model
Requesting Model Approval
Designate Approvers
Notification of verification request registration
Deploying Model
4.9
Viewing Verification
Global Navigation Bar (GNB)
Profile
Uploading Data
Chart Page
Scenario List
Expression of Model Information and Creation of Model Validation Result
Information field of the validation request model
Performance field
Verification result writing field
4.10
Viewing Management
Global Navigation Bar (GNB)
Profile
Common
Notice
Create Notice
Notice Detail
Edit Notice
Account
User
Create User
User Detail
Edit User
Group
Create Group
Group Detail
Edit Group
Sandbox
Kernel Image
Create Kernel Image
Kernel Image Detail
Edit Kernel Image
Service Session
Agent
Spark Agent
Create Spark Agent
Spark Agent Detail
Kernel Agent
Kernel Agent Detail
Job
Job Status or History
Published
Schedule
Create Schedule
Schedule Detail
Edit Schedule
Report
Analytics Application
Authorization
Role
Create Role
Role Detail
Edit Role
Configuration
Resource
Edit System Resource
Resource Detail
Edit Resource
Data Source
Create Data Source
Data Source Detail
Edit Data Source
Palette
Edit Palette
4.11
Viewing Log Monitoring
User Type and Access Method
Viewer User
Editor User
Service Component
Brtc-ai-account-server
Brtc-ai-account-server-db
Brtc-ai-brightics-deep learning
Brtc-ai-brightics-deep learning-db
Brtc-ai-brightics-management
Brtc-ai-brightics-resource-scheduler
Brtc-ai-brightics-scheduler
Brtc-ai-brightics-scheduler-db
Brtc-ai-brightics-server
Brtc-ai-brightics-server-db
Brtc-ai-brightics-storage
Brtc-ai-brightics-vastudio
Brtc-ai-brightics-vastudio-db
Brtc-ai-container-manager
Brtc-ai-container-manager-db
Brtc-ai-dl-python-agent
Brtc-ai-enterprise-gateway
Brtc-ai-hadoop-datanode
Brtc-ai-hadoop-namenode
Brtc-ai-resource-manager
Brtc-ai-resource-manager-db
Brtc-ai-visual-analytics
Health-check-dashboard
Nginx-ingress-controller
Metric
Issues
4.12
Viewing Pipeline
Global Navigation Bar (GNB)
Profile
Export or Import
Side Bar
Basic Information
Members
Node Navigator
Flow
Flow Components
Flow Controls
Nodes
Data Node
Model Node
Model Information
Versions
Scheduled
HPO
Sub-flow Node
Report Node
Basic Information
Publish
Analytics Application Node
Basic Information
Publish
Experiment Node
Experiment Information
Experiment List
Verification Node
Verification Information
Scenario List
4.13
Viewing Virtual Data Box
Global Navigation Bar (GNB)
Requests
Received
Sent
Token
Add Token
Token Detail
Profile
Data Box Navigator
Create Data Box
Search Data Box
Add Requests
Data Box Content
Data Units
Add or Edit Data Unit
Detail Data Unit
Data Connectors
Add or Edit Data Connector
Detail Data Connector
Members
Add Members
Setting Data Box
General
Requests
History
5.
Using Main Feature
5.1
Creating a Project
5.2
Developing an Analysis Model with Modeler
Creating an Analytics Modeler
Creating a Workflow Modeler service
Creating a Jupyter Lab Service
Uploading Data with Modeler
Using Features in Workflow Modeler
Integrating with.ipynb file workflow in Jupyter Lab
Using Python Script with Jupyter Feature
Using R Script with Jupyter Feature
Creating an Analysis Report
5.3
Publishing model with Analytics Application
Creating Analytics Application
Creating Analytics App Template
5.4
Analyzing with Guided Analytics
Creating Guided Analytics
5.5
Creating UDF with Toolkit
Creating a Project
Creating UDF
Write a Help file
Download UDFs
Adding UDFs to Workflow Modeler
Using UDF in Workflow Modeler
5.6
Taking advantage of Management
Creating Kernel Image
Using Kernel Image Generated by Workflow Modeler
Managing Sandbox Session
5.7
Creating an MLM Experiment in Workflow
Creating Workflow
Optimization Configuration
Optimization Setting
Runnimg Opt
Search MLM Experiments
5.8
Creating an MLM Experiment in the Notebook
Selecting an MLM-Linked Kernel Image
Setting up MLM Experimental Git Configuration Management
Registering project Git Repository information
Cloning or checking out the project Git Repository
Creating an MLM Experiment
Adding API Library of MLM SDK to Model Source
Creating an MLM Experiment Using a Deep learning Job
Adding API Library of MLM SDK to Create MLM Batch Experiments
Adding API Library of MLM SDK to create MLM Grid search experiment
Viewing MLM Experiment Detail
Releasing the MLM Experimental Model
Validating the MLM Experimental Model
Getting Started with Serving MLM Experimental Models
Inferencing MLM Experimental Model Serving
MLM CLI Guide
Cloning or checking out the model source
Running the Model Source
MLM API Guide
Linking Project MLM
join_project()
Creating an MLM Experiment and Recording Your Learning
Experiment (experiment_name)
log_param(name,value)
log_params (params={})
log_train_metric (acc, loss, step)
log_test_metric (acc, step)
log_validation_metric (acc, loss, step)
log_precision_train_metric (prcs, loss, step)
log_precision_test_metric (prcs, step)
log_recall_train_metric (recall, loss, step)
log_recall_test_metric (recall, step)
log_metric (name, value, step)
log_metrics (metrics, step)
update_artifacts_info (name, path)
update_datasets_info (name, path)
Creating and managing MLM Batch & Grid search experiments
BatchExperiment (exec_info, experiment_name, is_grid, hyper_set)
batch_init()
get_hyperset_info ()
predict_hpo_cases
5.9
Validating Models Using Verification
Working in Advance
Simulating the Model
Uploading Data
Setting Overfit
Approving or Rejecting Model Validation
Appendix A.
Customer Support Information
3.
Getting Started
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4.
Introduction of Feature by Module
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Figure 4-1
Link Pop-up Window
Figure 4-2
Settings Pop-up Window
Figure 4-3
Management Page
Figure 4-4
Virtual Data Box Page
Figure 4-5
Release Note Page
Figure 4-6
License Page
Figure 4-7
User Information Pop-up Window
Figure 4-8
User Information Change Page
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Figure 4-9
Move to Brightics.AI
Figure 4-10
Links
Figure 4-11
Project list and Resource, schedule, Recent Activities
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Figure 4-12
Project detail page if selecting a project
Figure 4-13
Create New Work
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Figure 4-14
Feature Reference Browser
Figure 4-15
Version List Pop-up Window
Figure 4-16
Schedule List Pop-up Window
Figure 4-17
Feature Mouse Over with Tooltip active
Figure 4-18
Zoom Magnification List if Clicked
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Figure 4-19
Diagram Editor
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Figure 4-20
Page of Data Panel
Figure 4-21
Chart or Table is added if data panel Partial Rendering
Figure 4-22
Data Panel Full Rendering Status
Figure 4-23
Properties Panel
Figure 4-24
Variable View
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Figure 4-25
Brightics Jupyter notebook linked in Workspace
Figure 4-26
Jupyter Notebook Service Resource Setting Pop-up Window
Figure 4-27
Pop-up window after Jupyter notebook service starts
Figure 4-28
Page if running Jupyter notebook
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Figure 4-29
After Creating the Workflow, a Pop-up Window to Select Whether to Open the Workflow
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Figure 4-30
Configuration_Menu
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Figure 4-31
Viewer Users - Available features
Figure 4-32
If the View menu is clicked
Figure 4-33
If the Share menu is clicked
Figure 4-34
If the Inspect menu is clicked - Data Tab
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Figure 4-35
If the Inspect menu is clicked - JSON tab
Figure 4-36
Editor Users - Available features
Figure 4-37
If the Edit menu is clicked
Figure 4-38
If the Explore menu is clicked
Figure 4-39
If the Inspect menu is clicked - Data tab
Figure 4-40
If the Inspect menu is clicked - Stats Tab
Figure 4-41
If the Inspect menu is clicked - JSON tab
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Figure 4-42
If the More menu is clicked
Figure 4-43
Delete confirmation window
Figure 4-44
Log Monitoring Portal home Page - Viewer authorized user
Figure 4-45
Log Monitoring Portal Initial Page - Editor Authorized User
Figure 4-46
Alert page
Figure 4-47
Brtc-ai-account-server Dashboard - Viewer Authorized User
Figure 4-48
Brtc-ai-account-server Dashboard - Editor Authority User
Figure 4-49
Alert page
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Figure 4-50
Brtc-ai-account-server-db Dashboard - Editor Authority User
Figure 4-51
Alert page
Figure 4-52
Brtc-ai-brightics-deep learning Dashboard - Viewer Authorized User
Figure 4-53
Brtc-ai-brightics-deep learning Dashboard - Editor Authority User
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Figure 4-54
Brtc-ai-brightics-deep learning-db Dashboard - Viewer Authorized User
Figure 4-55
Brtc-ai-brightics-deep learning-db Dashboard - Editor Authority User
Figure 4-56
Alert page
Figure 4-57
Brtc-ai-brightics-management Dashboard - Viewer authority users
Figure 4-58
Brtc-ai-brightics-management Dashboard - Editor Authority User
Figure 4-59
Alert page
Figure 4-60
Brtc-ai- Dashboard - Viewer Authorized User
Figure 4-61
Brtc-ai- Dashboard - Editor Authority User
Figure 4-62
Alert page
Figure 4-63
Brtc-ai- Dashboard - Viewer Authorized User
Figure 4-64
Brtc-ai- Dashboard - Editor Authority User
Figure 4-65
Alert page
Figure 4-66
Brtc-ai-brightics-scheduler-db Dashboard - Viewer Authorized User
Figure 4-67
Brtc-ai-brightics-scheduler-db Dashboard - Editor Authority User
Figure 4-68
Alert Page
Figure 4-69
Brtc-ai-brightics-server Dashboard - Viewer Authorized User
Figure 4-70
Brtc-ai-brightics-server Dashboard - Editor Authority User
Figure 4-71
Alert Page
Figure 4-72
Brtc-ai-brightics-server-db Dashboard - Viewer Authorized User
Figure 4-73
Brtc-ai-brightics-server-db Dashboard - Editor Authorized User
Figure 4-74
Alert page
Figure 4-75
Brtc-ai-brightics-storage Dashboard - Viewer Authorized User
Figure 4-76
Brtc-ai-brightics-storage Dashboard - Editor Authority User
Figure 4-77
Alert page
Figure 4-78
Brtc-ai-brightics-vastudio Dashboard - Viewer Authorized User
Figure 4-79
Brtc-ai-brightics-vastudio Dashboard - Editor Authority User
Figure 4-80
Alert page
Figure 4-81
Brtc-ai-brightics-vastudio-db Dashboard - Viewer Authorized User
Figure 4-82
Brtc-ai-brightics-vastudio-db Dashboard - Editor Authority User
Figure 4-83
Alert page
Figure 4-84
Brtc-ai-container-manager Dashboard - Viewer Authorized User
Figure 4-85
Brtc-ai-container-manager Dashboard - Editor Authority User
Figure 4-86
Alert page
Figure 4-87
Brtc-ai-container-manager-db Dashboard - Viewer Authorized User
Figure 4-88
Brtc-ai-container-manager-db Dashboard - Editor Authorized User
Figure 4-89
Alert page
Figure 4-90
Dashboard - Users with Viewer Authorities
Figure 4-91
Dashboard - Users with Editor Authorities
Figure 4-92
Alert page
Figure 4-93
Dashboard - Users with Viewer Authorities
Figure 4-94
Dashboard - Users with Editor Authorities
Figure 4-95
Alert page
Figure 4-96
Dashboard - Users with Viewer Authorities
Figure 4-97
Dashboard - Users with Editor Authorities
Figure 4-98
Alert Page
Figure 4-99
Dashboard - Users with Viewer Authorities
Figure 4-100
Dashboard - Users with Editor Authorities
Figure 4-101
Alert page
Figure 4-102
Dashboard - Users with Viewer Authorities
Figure 4-103
Dashboard - Users with Editor Authorities
Figure 4-104
Alert page
Figure 4-105
Dashboard - Users with Viewer Authorities
Figure 4-106
Dashboard - Users with Editor Authorities
Figure 4-107
Alert page
Figure 4-108
Dashboard - Users with Viewer Authorities
Figure 4-109
Dashboard - Users with Editor Authorities
Figure 4-110
Health-check-dashboard Dashboard - Users with Viewer Authorities
Figure 4-111
Health-check-dashboard Dashboard - Editor Authorized User
Figure 4-112
Alert Page
Figure 4-113
Nginx-ingress-controller Dashboard - Viewer Authorized User
Figure 4-114
Nginx-ingress-controller Dashboard - Editor Permission user
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User information Pop-up Window
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Figure 4-116
Toolbox
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5.
Using Main Feature
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Figure 5-1
Content added if adding data
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Figure 5-2
mlm Run Execution Page
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Figure 5-3
batch_init Feature
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Figure 5-4
batch_init Feature
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Figure 5-5
MLM Search Page
Figure 5-6
MLM Experiment Detail Page
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Figure 5-7
Serving_Experiment List
Figure 5-8
Select Model Release Artifacts
Figure 5-9
Model Release Input
Figure 5-10
Serving_Experimental List Model Release Display
Figure 5-11
Release Model List
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Figure 5-12
Release Model List
Figure 5-13
Serving_Release Model Serving Status
Figure 5-14
Serving_Resource Settings
Figure 5-15
Start serving the release model
Figure 5-16
Check Serving Release Model Information
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Figure 5-17
Serving Model Inference Results
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Brightics ML v3.9 User Manual
