Rigorous trainer selection
Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.
- Triple validation: technical, pedagogical, sectoral.
- Minimum rating 4.8/5 over the last 12 sessions.
Learning objectives
- Master advanced BigQuery SQL queries for scalable professional analyses
- Optimize BigQuery job performance and costs on petabytes of data
- Implement automated ETL pipelines with Dataflow and BigQuery ML
- Configure governance, security and sharing of certified datasets
- Develop real-time analyses via Streaming Inserts and Subscriptions
- Integrate BigQuery with Looker Studio for interactive enterprise dashboards
- Deploy predictive ML models with BigQuery ML in production
The Learni story
Founded by engineers and learning experts, Learni's mission is to make high-impact tech training accessible to teams everywhere. We work remotely with organizations across the US and Canada, in your time zone, to help teams upskill fast.
Don't let this gap widen
Why this program matters
Without this upskilling, your team accumulates a technological gap that translates directly into productivity loss.
Organizations that don't train their talents on key topics see their competitiveness drop.
Every quarter without training is a gap widening with competitors who invest.
The cost of inaction quickly exceeds that of well-targeted training.
Program
Module 1Advanced BigQuery Queries: Optimize SQL on Massive Datasets (window functions, CTE, partitioning)
Dive into complex BigQuery queries by practicing advanced analytic functions like ROW_NUMBER and LAG, building recursive CTEs for data hierarchies, partitioning and clustering to accelerate scans, exercises on real 1 TB datasets from companies, manual slot optimization with cost analysis, production of reusable materialized views, and personalized code review to validate your professional skills.
Module 2BigQuery Performance and Costs: Tuning Jobs and Slots (query plans, caching, BI Engine)
Learn to decipher execution query plans in BigQuery Console, enable caching and BI Engine for x10 accelerations on BI queries, dynamic slot management to avoid overcosts, enterprise workload simulations with traffic peaks, refactoring slow queries via approximations and sampling, monitoring via Cloud Monitoring to alert on waste, and development of a quantified optimization plan applicable immediately to your certified projects.
Module 3BigQuery Pipelines and ML: Integrate Dataflow and BigQuery ML (serverless ETL, predictive models)
Build automated ETL pipelines linking Dataflow to BigQuery for batch and streaming ingestion, creation of external tables from GCS and Pub/Sub, training native ML models with BigQuery ML on raw data, hyperparameter tuning and cross-validation in a few SQL statements, deployment of forecasts for sales or churn, end-to-end tests on concrete enterprise cases, and generation of Terraform scripts for reproducible infrastructure as code in teams.
Module 4BigQuery Governance and Integrations: Security, Looker and Real-Time (IAM, authorized views, Streaming)
Master BigQuery security via IAM policies, authorized views and column-level security for GDPR compliance, configuration of cross-project shared datasets, seamless integration with Looker Studio for live dashboards, implementation of Streaming Inserts for real-time analyses on IoT or logs, collaborative exercises in multi-user mode, governance audit with Data Catalog, and finalization of an ongoing project deployed with monitoring, ready for production in certified enterprise.
Evaluation method
- Advanced multiple-choice quiz on BigQuery SQL and optimization
- Practical case studies with large datasets
- Presentation of the ongoing ETL/ML pipeline project to the expert trainer
Learning method
- Courses led by a Google Cloud certified trainer active in data engineering
- Practical exercises on real enterprise datasets and simulated petabytes
- Progressive ongoing ETL/ML project over 4 days
- Detailed course materials and online GCP resources provided to each participant
Methods, materials and delivery
The Training BigQuery - Analyze Terabytes of Data Quickly program is delivered onsite or remote (blended-learning, virtual classroom, remote presence). At Learni, an industry-certified training organization, every program is built to maximize skills acquisition regardless of the chosen format.
The trainer alternates between demonstrative, interrogative and active methods (through hands-on labs and/or scenarios). This pedagogical approach guarantees concrete learning that's immediately applicable at work.
Equipment required
For the smooth delivery of the Training BigQuery - Analyze Terabytes of Data Quickly program, the following equipment is required:
- Mac or PC computers, high-speed fiber internet, whiteboard or flipchart, projector or interactive touch screen (for remote sessions)
- Training environments installed on workstations or accessible online
- Course materials, hands-on exercises and complementary resources
- Post-training access to materials and educational resources
For intra-company training on a site outside Learni, the client commits to providing all required teaching materials (computers, internet, etc.) for the smooth delivery of the program in line with the prerequisites in the communicated program.
* contact us for remote delivery feasibility** ratio varies depending on the program
Skills assessment methods
Assessment of skills acquired during the Training BigQuery - Analyze Terabytes of Data Quickly program is performed through:
- During training: case studies, hands-on labs and professional scenarios
- End of training: self-assessment questionnaire and skills evaluation by the trainer
- After training: completion certificate detailing acquired skills
Program accessibility
Learni is committed to making its programs accessible. All our programs are accessible to people with disabilities. Our teams are available to adapt the pedagogical methods to your specific needs. Please contact us for any adjustment request.
Enrollment terms and lead times
Registration is possible up to 48 business hours before the start of training. All our programs are built for corporate L&D budgets and delivered onsite or remotely.
Our method
Training quality, guaranteed at every step
Before, during, after: we frame the brief, introduce the trainer, tailor the content and measure impact. You stay in control from kickoff to wrap-up.
You meet the trainer beforehand
30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.
- Live briefing on goals and team context.
- Veto right — we swap the trainer for free if needed.
Content tailored to your context
No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.
- Hands-on cases drawn from your stack and projects.
- Program co-written then validated by your team.
Continuous quality follow-up
Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.
- NPS, knowledge quizzes and skills self-assessment.
- Satisfaction guarantee: fully satisfied or free rework.
A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.
Suggestions
You might
like these too.
Data EngineeringIndustry-certifiedTraining Redshift Advanced - Optimize Performance and Scaling
$2,310Net of tax
Data ScienceIndustry-certifiedTraining Google Data Studio Expert - Advanced Automated Dashboards
$1,155Net of tax
Data AnalysisIndustry-certifiedTraining Looker - Create Your First BI Dashboards in 1 Day
$1,155Net of tax
Web DevelopmentIndustry-certifiedTraining Python Intermediate - Automate Your Tasks in 3 Days
$3,465Net of tax
Data Analysis
More programs in Data Analysis.
Data AnalysisIndustry-certifiedAdvanced Databricks Training - Optimize Your Big Data Pipelines
$4,620Net of tax
Data AnalysisIndustry-certifiedAdvanced Looker Training - Create Expert Dashboards and Predictive Analyses
$4,620Net of tax
Data AnalysisIndustry-certifiedAdvanced Looker Training - Create Ultra-Performing Dashboards
$5,775Net of tax
Data AnalysisIndustry-certifiedAdvanced Looker Training - Master LookML and Professional Dashboards
$1,155Net of tax
Data AnalysisIndustry-certifiedAdvanced Metabase Training - Pro Dashboards and Admin in 3 Days
$3,465Net of tax
Data AnalysisIndustry-certifiedAdvanced Metabase Training - Pro Data Dashboards in 4 Days
$4,620Net of tax
Web Development
More programs in Web Development.
Web DevelopmentIndustry-certifiedAPI Security Testing with the OWASP API Security Top 10
$2,310Net of tax
Web DevelopmentIndustry-certifiedAPNs Training - Expert Scaling iOS Push Notifications
$2,310Net of tax
Web DevelopmentIndustry-certifiedASP.NET Core : Maîtriser le Développement Web Moderne
$5,775Net of tax
Web DevelopmentIndustry-certifiedATDD : Maîtriser l’Acceptance Test Driven Development en équipes agiles
$3,465Net of tax
Web DevelopmentIndustry-certifiedAWS IoT Core : Maîtrisez la gestion intelligente des objets connectés
$3,465Net of tax
Web DevelopmentIndustry-certifiedAWS Security Hub : Maîtriser la sécurité cloud avec AWS
$2,310Net of tax
Cloud Computing
More programs in Cloud Computing.
Cloud ComputingIndustry-certifiedAWS Auto Scaling : Maîtriser la gestion dynamique des ressources Cloud
$3,465Net of tax
Cloud ComputingIndustry-certifiedAWS CDK : Maîtriser le Déploiement d’Infrastructure as Code sur le Cloud AWS
$3,465Net of tax
Cloud ComputingIndustry-certifiedAWS CLI : Maîtrisez l’Interface en Ligne de Commande Amazon Web Services
$3,465Net of tax
Cloud ComputingIndustry-certifiedAWS CLI Training - Automating Advanced Cloud Tasks
$2,310Net of tax
Cloud ComputingIndustry-certifiedAWS CloudFormation : Maîtriser l’Infrastructure as Code pour Accélérer le Déploiement Cloud
$3,465Net of tax
Cloud ComputingIndustry-certifiedAWS Data Pipeline : Maîtriser l’Automatisation et l’Orchestration des Données
$3,465Net of tax
Data Science
More programs in Data Science.
Data ScienceIndustry-certifiedARKit Training - Mastering AR for Immersive Data Visualization
$4,620Net of tax
Data ScienceIndustry-certifiedAdvanced Pandas Training - Optimize Your Analyses of Massive Data
$4,620Net of tax
Data ScienceIndustry-certifiedAdvanced R Training - Master Complex Data Analyses
$1,155Net of tax
Data ScienceIndustry-certifiedAdvanced R Training - Master Complex Statistical Models
$3,465Net of tax
Data ScienceIndustry-certifiedAdvanced R Training - Master Models and Automation
$1,155Net of tax
Data ScienceIndustry-certifiedAmplitude Training - Optimizing Advanced Product Analyses
$1,286Net of tax
FAQ
Frequently asked questions
How much does the Training BigQuery - Analyze Terabytes of Data Quickly training cost?+
The individual price is $5,145 (USD). A detailed quote is sent within one business day.
How long is the Training BigQuery - Analyze Terabytes of Data Quickly training?+
The training lasts 4 journées, available live online (US time zones) or on-site at your offices.
How is this training paid for?+
Most US teams pay directly through their company (L&D or training budget). We invoice in US dollars and accept bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
Are there any prerequisites?+
Advanced mastery of SQL, experience on Google Cloud Platform, management of large datasets and ETL
Is a certificate delivered at the end?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report.
Does Learni provide the equipment?+
No. A computer and stable internet connection are required for the participant. Learni provides the educational platform, the trainer and all course materials.
On-site & remote
This training across cities
Available on-site and remotely. Pick your city to see the local training center.
Your professional training, anywhere
Let's build
your next
program.
30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.
Reply within 24h · Vetted experts · USD invoicing · W-9 available