How deeply does Practices of the Python Pro cover structured data?

Demonstrates schemas and CRUD queries in SQLite, stopping short of broader database design.

Structured data

As explained in Practices of the Python Pro

Structured data is information organized according to an explicit schema or predictable fields, types, records, or relationships for consistent machine processing.

Tabular data organizes information into rows and columns. In a database, each row can represent a record, while columns define the record’s fields, such as a bookmark’s title, URL, notes, and date added. section 6.3.1

The persistence layer stores and retrieves tabular data through SQL statements. SQLite tables support creating, adding, deleting, listing, selecting, sorting, and counting records. section 6.3.1

How Practices of the Python Pro covers it

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The Art of AI Product DevelopmentStructured data is information organized according to a defined schema that supports systematic querying and processing.
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Data Analysis with LLMsData organized according to a predefined schema, such as tables with named rows and columns or graphs with entities and relationships.
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Elasticsearch in Action, Second EditionStructured data is information organized according to a predefined schema or consistent fields and types.
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DuckDB in ActionTabular data is information organized into rows and columns representing records and fields.
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AI-Powered SearchStructured data is information organized according to a predefined schema that supports direct querying and consistent field-based operations.
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Build Python Web Apps with StreamlitStructured Outputs is an OpenAI API feature that constrains a model response to conform to a developer-provided schema.
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AI Agents in Action, Second EditionData organized according to an explicit format or schema that makes its contents and relationships readily evaluable.
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Effective Data AnalysisStructured data is information organized according to a predefined format that enables consistent storage, retrieval, and processing.
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Data Without LabelsA structured dataset organizes values according to a predefined schema, commonly in rows and columns.
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Snowflake Data EngineeringStructured data is data organized according to a fixed schema or predictable tabular structure.
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The Quick Python Book, Fourth EditionTabular data is data organized into rows and columns representing records and fields.
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Deep Learning with PyTorch, Second EditionData organized as rows and columns where each row is treated as an independent record without inherent temporal order.
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D3.js in Action, Third EditionTabular data is data organized into rows and columns, with each row representing a record and each column representing a field.
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AI Agents and ApplicationsA table is structured data arranged into rows and columns, typically representing related records or values.
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Grokking AI ApplicationsStructured data is information organized according to a predefined schema of fields, records, tables, or other machine-readable structures.
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Everyday Data VisualizationData organized into rows and columns according to a shared set of fields.
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Machine Learning Platform EngineeringStructured data is data organized according to a defined schema that makes its fields and relationships machine-readable.
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Practical Automation with PowerShell: Effective scripting from the console to the cloudStructured data is information organized according to an explicit schema or representation with identifiable fields and relationships.

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Related concepts

schemapart of · A data schema is a formal specification of the structure, fields, types, relationships, and constraints of data.
database tablekind of · A database table is a relational database structure that organizes records into rows and defined columns.
large language modelused by · A large language model is a machine-learning model, typically neural, trained on extensive text data to process and generate language.
unstructured datacontrasts with · Unstructured data is information that lacks a predefined schema or consistently organized fields.
JSONuses · JSON is a standardized, language-independent text format for representing structured data using objects, arrays, strings, numbers, Boolean values, and null.
tool usageproduced by · Tool use is an AI system's invocation of external software functions, services, or other capabilities to obtain information or perform actions.

This explainer was generated by Manning's knowledge graph from the text of Practices of the Python Pro. The section links point to the parts of the book it draws on.