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.
1 seat held for the next session
30:00Held for another
Request a call back and an advisor reaches you within 24 business hours, Monday to Saturday.
Trusted by — schools, companies and industrial groups
Every program built with a dedicated engineer
Learning objectives
- Optimize advanced SQL queries with window functions and CTEs
- Manage partitioned and clustered datasets
- Integrate native machine learning with BigQuery ML
- Automate pipelines via scheduled queries
- Analyze performance and control slot costs
- Integrate BigQuery with Dataflow and Pub/Sub
Our social commitment
A school kit donated to a child for every training
To fight inequalities in access to education, Learni donates a complete school kit to a child in need for every training booked. You build your skills, a child heads back to school.
- Backpack, notebooks and essential supplies
- Distributed through our partner charities
- Included, at no extra cost to you
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 intermediate BigQuery mastery, your unoptimized queries waste up to 50% of slot budget, billed per TB scanned, equating to 5k€/month lost for a team of 5 analysts.
Poorly partitioned datasets slow analyses from 10h to 2 days, missing critical business opportunities.
Clustering errors cause 30% overcosts and ML false positives at 25% erroneous churn predictions.
Risk failed GCP audits and loss of competitiveness against agile competitors.
Invest 28h for 10x ROI in productivity, avoid 20h/week wasted on debugging.
Program
Module 1Advanced Queries: Master Optimized SQL (BigQuery Console, Window Functions, CTEs)
Dive into executing complex queries via the BigQuery Console, practice analytic functions like ROW_NUMBER and LAG on real e-commerce datasets, build CTEs for massive joins, test timed exercises to speed up your analyses by 5x, produce your first scalable, ready-to-use reports.
Module 2Data Management: Partitioning and Clustering (BigQuery Tables, Schemas)
Create and optimize date-partitioned tables on terabytes of logs, apply multi-column clustering to reduce scans by 70%, migrate existing datasets through practical exercises, manage schemas with IAM for security, export to GCS live, leave with your optimized tables and maintenance scripts.
Module 3BigQuery ML and Scripting: Integrated AI (Models, Predictions)
Train ML models without leaving BigQuery using pure SQL, predict customer churn on real telecom cases, automate with JavaScript UDFs for custom transformations, integrate hyperparameter tuning for +20% precision, test end-to-end pipelines, generate deliverable Colab notebooks for your immediate AI projects.
Module 4Optimization and Integrations: Monitoring, Costs (Slots, Dataflow)
Analyze slots and costs via INFORMATION_SCHEMA for 40% savings, configure Budget API alerts, integrate Dataflow streams for real-time ETL, monitor with Cloud Monitoring on production-like exercises, automate scheduled queries, conclude with a capstone project deploying BigQuery-to-Dashboard.
Evaluation method
- Daily interactive quizzes
- Graded final ETL ML project
- Self-assessment of skills
Learning method
- 70% hands-on real-world exercises
- 30% theory and GCP use cases
Methods, materials and delivery
The Training BigQuery - Optimize Massive Analyses and GCP Costs 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 - Optimize Massive Analyses and GCP Costs 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 - Optimize Massive Analyses and GCP Costs 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.
Artificial IntelligenceIndustry-certifiedTraining Intermediate Negotiation - Boost Your Closing Rates
$4,620Net of tax
Artificial IntelligenceIndustry-certifiedTraining Linkerd - Master the Kubernetes Service Mesh
$1,155Net of tax
Artificial IntelligenceIndustry-certifiedTraining Gemini API - Integrate Expert Generative AI
$4,620Net of tax
Artificial IntelligenceIndustry-certifiedAdvanced PCI-DSS Training - Master Payment Compliance Audits
$2,310Net of tax
Artificial Intelligence
More programs in Artificial Intelligence.
Artificial IntelligenceIndustry-certifiedASP.NET Expert Training - Develop Scalable and Secure Apps
$4,620Net of tax
Artificial IntelligenceIndustry-certifiedAdvanced ASP.NET Training - Develop Scalable Web Apps
$4,620Net of tax
Artificial IntelligenceIndustry-certifiedAdvanced Algolia Training - Boost Your Ultra-Fast Searches
$1,155Net of tax
Artificial IntelligenceIndustry-certifiedAdvanced Algolia Training - Optimize Ultra-Fast Searches
$3,465Net of tax
Artificial IntelligenceIndustry-certifiedAdvanced BigQuery Training - Analyze Petabytes in Real Time
$4,620Net of tax
Artificial IntelligenceIndustry-certifiedAdvanced BigQuery Training - Optimize Massive Analyses
$3,465Net 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
Collaboration Tools
More programs in Collaboration Tools.
Collaboration ToolsIndustry-certifiedAdvanced JIRA Training - Automate Your Complex Workflows
$5,775Net of tax
Collaboration ToolsIndustry-certifiedAméliorer sa Rédaction Professionnelle grâce à Grammarly : Formation Complète
$1,155Net of tax
Collaboration ToolsIndustry-certifiedAutomatisez vos processus numériques avec IFTTT : De l’initiation à l’intégration avancée
$2,310Net of tax
Collaboration ToolsIndustry-certifiedBigBlueButton : Maîtriser l’animation de classes virtuelles collaboratives
$3,465Net of tax
Collaboration ToolsIndustry-certifiedClearML : Maîtriser la Gestion d’Expériences et le Suivi de Projets Machine Learning
$3,465Net of tax
Collaboration ToolsIndustry-certifiedClearML : Maîtriser la gestion de projets Data Science et Machine Learning
$3,465Net of tax
GO DEEPER
Blog articles on Generative AI.
Our weekly insights on the topic, by Learni experts.
Professional TrainingHow AI Will Transform Competency-Based Education by May 2026
As we approach May 2026, artificial intelligence stands poised to redefine competency-based education, shifting from traditional time-bound models to dynamic, skill-focused paradigms that adapt to individual learners.
Professional TrainingHow AI Will Transform Personalized Learning Experiences by April 2026
Artificial intelligence is reshaping education by delivering customized learning paths that adapt to individual needs, promising even greater personalization by April 2026.
Professional TrainingHow AI Will Revolutionize Personalized Learning Experiences by March 2026
As we approach March 2026, artificial intelligence is set to redefine personalized learning, offering adaptive experiences that cater to individual needs and accelerate skill development in professional education.
Future of WorkHow AI is Future-Proofing Your Career in March 2026: Key Strategies and Trends
In the rapidly evolving job market of 2026, AI isn't just a tool—it's the cornerstone of career resilience. By March 2026, professionals who master AI integration will lead the workforce revolution.
FAQ
Frequently asked questions
How much does the Training BigQuery - Optimize Massive Analyses and GCP Costs training cost?+
The individual price is $4,620 (USD). The team / on-site group package is shown on the course page. A detailed quote is sent within one business day.
How long is the Training BigQuery - Optimize Massive Analyses and GCP Costs 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?+
Mastery of basic SQL, knowledge of data analysis, access to a Google Cloud account.
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