Scrittura documentazione #5
Description
Chapter 1 Company and subscriptions
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COMPLETATO
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What is a Company?
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Which info are required?
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How to add users in a Company?
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What is a subscription?
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What are the subscriptions feature modules?
Chapter 2 Project
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COMPLETATO
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What is a Project?
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What entities and modules are at Project level? (kpi, integrations, user roles)
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What is storage policy?
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What are demo projects?
Chapter 2.1 KPI monitoring
- What is a KPI?
- Why are KPIs at Project level?
- Why are they monitored?
Chapter 2.2 Integrations
- What is an integration?
- When are they used?
Chapter 2.3 Job status
- What is a job?
- How can I monitor a job?
Chapter 3 Task
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What is a Task?
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What is a Task type? Explain each attribute specific for Task Type
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What is Data Structure?
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When should I use optional target?
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What are cost info?
Chapter 3.1 Data Schema
- What is data schema?
- What are mandatory columns?
- What are Role and Subrole?
- What are mandatory attributes for each data type?
- Which are optional columns? (like additional embedding)
- How can I create a data schema?
Chapter 3.2 Task Home
- Description of every card in the home
Chapter 3 Models
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COMPLETATO
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What is a Model?
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What is additional probabilistic output?
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What is metric?
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What is suggestion type?
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What is retraining cost?
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What is retraining trigger?
Chapter 4 Data
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COMPLETATO
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How are data represented in Platform? (input, target, prediction)
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Explain historical, reference, production
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How to upload data? Explain SDK concepts like Data, DataSource and all the attributes
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What is production boundary?
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What is add_target call?
Chapter 4.1 Data Batches
- What is a data batch?
- What are consistency rules inside a data batch?
Chapter 5 Monitoring
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COMPLETATO
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What is Monitoring module?
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What is a monitoring target?
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What is a monitoring metric?
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How is monitoring done? set reference, add production
Chapter 5.1 Detection page
- what is a detection event?
- what is severity?
- explain different types
Chapter 5.2 Automation rules
- what is an automation rule?
- what are the conditions?
- what are the actions?
Chapter 5.3 Drift explainability
- what is an explainability report?
- how and when is it computed?
Chapter 6 Retraining
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COMPLETATO
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what is retraining report?
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how is it computed? new reference as last concept
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explain every card in the report
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explain how to get the suggestion via sdk
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explain suggestion types
Chapter 7 RAG Evaluation report
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COMPLETATO
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what is rag evaluation?
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what are the computed metrics?
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what are the required data?
Chapter 8 Topic modelling
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COMPLETATO
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what is topic modelling?
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when can I create a report?
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what is a topic?
Chapter 9 Analytics
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COMPLETATO
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what are timeseries?
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what are plots?
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what are representations?
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what is a view?
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what is a configuration?
Chapter 10 RBAC
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COMPLETATO
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what is a role?
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role tables
Chapter 11 Integrations setup
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COMPLETATO
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creating credentials
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retrain triggers
Chapter 12 API
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COMPLETATO
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Python SDK
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Notebook Examples