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 optimized BigQuery queries for massive enterprise datasets
- Develop automated pipelines with BigQuery and Cloud Functions
- Implement advanced ML analysis via BigQuery ML for professional insights
- Design scalable BigQuery architectures with partitioning and clustering
- Optimize BigQuery data governance and security (certifiable)
- Deploy BI dashboards connected to BigQuery for rapid decisions
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: SQL Optimization and Performance (slots, caching, materialized views)
Dive into writing complex queries on petabytes of data, test optimization techniques like dynamic partitioning and automatic clustering, analyze costs via the BigQuery interface, perform exercises on real enterprise datasets, create materialized views to accelerate daily reports, and validate performance gains with concrete benchmarks to boost your professional skills.
Module 2BigQuery ETL Pipelines: Scripting and Integrations (Dataflow, Cloud Storage, scheduled queries)
Build automated ETL pipelines connecting BigQuery to Cloud Storage and Dataflow, script transformations with standard SQL and JavaScript UDFs, schedule queries for real-time refreshes, apply to enterprise cases like e-commerce analysis, generate dynamic partitioned tables, and deploy a complete workflow with monitoring for increased productivity in this certifying training.
Module 3BigQuery ML: Integrated Machine Learning (AutoML models, hyperparameter tuning, predictions)
Integrate native BigQuery machine learning for scalable predictions, train regression and classification models on billions of rows without export, optimize hyperparameters via pure SQL, test on real business datasets like customer churn, deploy advanced feature engineering, visualize results with BigQuery Studio, and produce a deployable predictive model for immediate professional applications.
Module 4BigQuery Governance: Security and Costs (IAM, column-level security, slot reservations)
Secure your BigQuery datasets with granular IAM and column-level security, configure slot reservations for predictable budgets, audit access via Cloud Audit logs, simulate enterprise scenarios with multi-tenancy, implement data masking policies, analyze detailed billing for savings up to 50%, and document a complete governance strategy for GDPR compliance in a certifying context.
Module 5BigQuery BI Integrations: Dashboards and Automation (Looker Studio, APIs, CI/CD)
Connect BigQuery to Looker Studio and Tableau for real-time interactive dashboards, automate via REST APIs and Cloud Composer, integrate CI/CD with GitHub Actions for secure deployments, develop a capstone project on massive enterprise data, test end-to-end with monitoring, and finalize with a production-ready visualization portfolio, enhancing your expert skills.
Evaluation method
- Expert MCQ on BigQuery queries and ML
- Practical assessment of deployed ETL pipelines
- Capstone project defense with cost optimization
Learning method
- Sessions led by active Google Cloud experts
- Hands-on exercises on real petabyte datasets
- Scalable capstone project over 5 days
- PDF course materials and accessible videos
Methods, materials and delivery
The Training BigQuery - Analyze Petabytes in Real Time 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 Petabytes in Real Time 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 Petabytes in Real Time 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.
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FAQ
Frequently asked questions
How much does the Training BigQuery - Analyze Petabytes in Real Time training cost?+
The individual price is $7,350 (USD). A detailed quote is sent within one business day.
How long is the Training BigQuery - Analyze Petabytes in Real Time training?+
The training lasts 5 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 SQL mastery, Google Cloud Platform knowledge, Python for scripting 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.
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