Merci d'avoir envoyé votre demande ! Un membre de notre équipe vous contactera sous peu.
Merci d'avoir envoyé votre réservation ! Un membre de notre équipe vous contactera sous peu.
Plan du cours
Introduction to BigQuery
- BigQuery architecture and features
- Cost model and pricing structure
- Overview of query execution and storage
Optimizing Queries and Reducing Costs
- Query tuning techniques
- Partitioned and clustered tables
- Monitoring and analyzing query performance
- Hands-on lab: optimizing queries for cost efficiency
Data Ingestion and Transformation
- Loading data from external sources
- Using Dataflow and Dataprep for ETL
- Materialized views and scheduled queries
- Hands-on lab: building a reporting pipeline
Introduction to BigQuery ML
- Overview of machine learning in BigQuery
- Supported model types (linear regression, logistic regression, clustering, etc.)
- SQL syntax for ML models
- Hands-on lab: creating and training a model
Building Predictive Models with BigQuery ML
- Training and evaluating models
- Using ML.EVALUATE and ML.PREDICT
- Integrating predictions into reports
- Hands-on lab: predictive analytics workflow
Best Practices for Enterprise Analytics
- Governance and access control
- Managing large datasets at scale
- Cost control strategies
- Case studies of successful implementations
Summary and Next Steps
Pré requis
- Basic knowledge of SQL
- Familiarity with data management concepts
- Experience with reporting or analytics tools
Audience
- Data analysts
- BI developers
- Data engineers
14 Heures
Nos clients témoignent (2)
C'était un excellent cours de formation, bien préparé et expliqué par le formateur qui possédait une expérience pratique approfondie sur GCP.
Mircea
Formation - Google Cloud Platform Basics and Management
Traduction automatique
Réponses avec solutions et utilisation pratique.
Agnieszka - AIRBUS HELICOPTERS POLSKA SP. Z O.O.
Formation - Google AdWords: Beginner to Advanced
Traduction automatique
