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Der Moderne Datenstapel: Hochgeschwindigkeits-Analytics-Engineering mit Polars, DuckDB und dem Python-Ökosystem der nächsten Generation
Paperback
Publisher: Independently Published
Published: Aug 5 2026
Pages: 332
Weight: 0.89
Height: 0.83 Width: 6.00 Depth: 9.00
Language: German
DER MODERNE DATENSTAPEL ist ein praxisorientierter Leitfaden für Data Engineers, Data Analysts, Analytics Engineers und Python-Entwickler, die leistungsstarke Datenanalysen mit Polars, DuckDB und dem modernen Python-Datenökosystem entwickeln möchten.
Die nächste Generation der Datenverarbeitung setzt auf Geschwindigkeit, Effizienz und Skalierbarkeit. Werkzeuge wie Polars und DuckDB ermöglichen die Analyse gro er Datenmengen direkt auf dem lokalen Rechner oder in Cloud-Umgebungen - mit beeindruckender Performance und minimalem Ressourcenverbrauch. Dieses Buch zeigt Schritt für Schritt, wie moderne Analytics-Workflows aufgebaut und für produktive Umgebungen optimiert werden.
Von Datenimport und Transformation über analytische Abfragen bis hin zu skalierbaren Datenpipelines vermittelt dieses Werk bewährte Methoden für modernes Analytics Engineering.
Du lernst unter anderem:
- Wie hochperformante Datenanalysen mit Polars und DuckDB entwickelt werden
- Wie gro e Datensätze effizient verarbeitet und transformiert werden
- Wie SQL und Python für moderne Analyse-Workflows kombiniert werden
- Wie spaltenorientierte Datenverarbeitung maximale Performance ermöglicht
- Wie Parquet-, CSV-, JSON- und Cloud-Datenquellen effizient genutzt werden
- Wie reproduzierbare Analytics-Pipelines aufgebaut und automatisiert werden
- Wie Performance, Speicherverbrauch und Abfragegeschwindigkeit optimiert werden
- Wie produktionsreife Datenplattformen für Business Intelligence, Data Science und Machine Learning entwickelt werden
Praxisnahe Beispiele, moderne Datenarchitekturen und reale Unternehmensszenarien vermitteln das Wissen, um schnelle, skalierbare und wartbare Datenlösungen mit den Werkzeugen der nächsten Generation zu entwickeln.
Ob Business Intelligence, Data Science, Machine Learning, Finanzanalysen oder Big-Data-Workloads - dieses Buch vermittelt die Fähigkeiten, um moderne Analytics-Plattformen mit Polars, DuckDB und Python professionell aufzubauen.
DER MODERNE DATENSTAPEL - Der umfassende Leitfaden für Hochgeschwindigkeits-Analytics-Engineering mit Polars, DuckDB und dem Python-Ökosystem der nächsten Generation.
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