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 BigQuery architecture for scalable professional analyses
- Optimize complex SQL queries in enterprise BigQuery environments
- Develop advanced data pipelines with BigQuery and GCP tools
- Implement BigQuery ML for certifiable predictive modeling
- Configure BigQuery governance and security for GDPR compliance
- Deploy BigQuery monitoring and cost optimization in production
- Design BigQuery solutions integrated into modern data ecosystems
The Learni story
Founded by passionate learning and innovation experts, Learni's mission is to make professional training accessible to everyone, anywhere in the world. Our team operates in major hubs — London, New York, Boston — and internationally, to support talents and organizations in upskilling.
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 1BigQuery Architecture: Scaling Petabyte Datasets (slots, clustering, partitioning)
Dive into BigQuery's serverless architecture to manage petabytes without infrastructure, configure optimized GCP projects and datasets, explore slots and reservations for cost control, implement partitioning and clustering on real enterprise cases, perform practical exercises for massive data loading from GCS, produce your first exploratory dashboard with immediate and valuable results.
Module 2Advanced BigQuery Queries: Optimized SQL (windowing, massive joins, UDF)
Master advanced BigQuery SQL through window functions for precise temporal analyses, optimize joins on billions of rows without latency, create JavaScript User-Defined Functions for complex business logic, test on public TPC-H datasets, analyze execution plans for expert tuning, develop automated scripts for recurring queries, generate performant reports ready for BI tools like Looker.
Module 3BigQuery Pipelines: GCP Integration (Dataflow, Pub/Sub, Composer)
Design end-to-end ETL/ELT pipelines with BigQuery as the central hub, integrate Dataflow for streaming and batch transformations, orchestrate via Cloud Composer on DAG workflows, ingest real-time data from Pub/Sub, manage evolving schemas and automatic deduplication, apply to concrete enterprise IoT case, deploy your functional pipeline with integrated monitoring and custom alerts.
Module 4BigQuery ML: Integrated AI Modeling (regression, clustering, forecasting)
Discover BigQuery ML for machine learning without leaving the data warehouse, train logistic regression and K-means clustering models on your datasets, forecast time series with advanced ARIMA, evaluate hyperparameters via integrated cross-validation, integrate TensorFlow for custom deep learning, test real-time predictions on e-commerce data, produce deployable models with automatic explanations for business decisions.
Module 5BigQuery Governance: Security, Monitoring, Costs (IAM, slots, BI Engine)
Secure BigQuery via granular IAM and column-level security for GDPR compliance, configure BI Engine for sub-second queries on billions of rows, optimize costs with auto-scaling and dry-run queries, monitor via Cloud Monitoring with custom dashboards, audit logs and quotas, simulate enterprise incident scenarios, finalize with a complete governance plan and skills certification via the capstone project.
Evaluation method
- Expert multiple-choice quiz to validate BigQuery skills at the end of the training
- Continuous assessment through practical pipeline and ML exercises
- Presentation of the capstone BigQuery project to the certified trainer
Learning method
- Courses led by BigQuery expert trainer active in enterprise environments
- Practical exercises on real massive GCP data cases
- Progressive capstone BigQuery pipeline project over 5 days
- Complete course materials and GCP resources provided to participants
Methods, materials and delivery
The Training BigQuery - Analyze Petabytes of Data in Real Time program is delivered onsite or remote (blended-learning, e-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 of Data 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 of Data 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
Learni programs are available inter-company and intra-company, onsite or remote. Enrollments are possible up to 48 business hours before the program starts. Our programs are eligible for corporate funding paths. Contact us to discuss your training project and funding options.
Verified reviews
What our learners
★★★★★
« cool, j'ai appris des trucs »
★★★★★
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
★★★★★
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
★★★★★
« 😊👍 »
★★★★★
« bien 👍 »
★★★★★
« Allan Busi t'es au top, continue comme ça. formation géniale »
★★★★★
« cool, j'ai appris des trucs »
★★★★★
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
★★★★★
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
★★★★★
« 😊👍 »
★★★★★
« bien 👍 »
★★★★★
« Allan Busi t'es au top, continue comme ça. formation géniale »
★★★★★
« cool, j'ai appris des trucs »
★★★★★
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
★★★★★
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
★★★★★
« 😊👍 »
★★★★★
« bien 👍 »
★★★★★
« Allan Busi t'es au top, continue comme ça. formation géniale »
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.
Data Science
More programs in Data Science.
Data ScienceIndustry-certifiedARKit Training - Mastering AR for Immersive Data Visualization
$5,280Net · employer-funded
Data ScienceIndustry-certifiedAdvanced Pandas Training - Optimize Your Analyses of Massive Data
$5,040Net · employer-funded
Data ScienceIndustry-certifiedAdvanced R Training - Master Complex Data Analyses
$1,260Net · employer-funded
Data ScienceIndustry-certifiedAdvanced R Training - Master Complex Statistical Models
$3,780Net · employer-funded
Data ScienceIndustry-certifiedAdvanced R Training - Master Models and Automation
$1,260Net · employer-funded
Data ScienceIndustry-certifiedAmplitude Training - Optimizing Advanced Product Analyses
$1,470Net · employer-funded
Développement Web
More programs in Développement Web.
Développement WebIndustry-certifiedAPNs Training - Expert Scaling iOS Push Notifications
$2,640Net · employer-funded
Développement WebIndustry-certifiedASP.NET Core : Maîtriser le Développement Web Moderne
$6,600Net · employer-funded
Développement WebIndustry-certifiedATDD : Maîtriser l’Acceptance Test Driven Development en équipes agiles
$3,960Net · employer-funded
Développement WebIndustry-certifiedAWS IoT Core : Maîtrisez la gestion intelligente des objets connectés
$3,960Net · employer-funded
Développement WebIndustry-certifiedAWS Security Hub : Maîtriser la sécurité cloud avec AWS
$2,640Net · employer-funded
Développement WebIndustry-certifiedAccélérer vos modèles d’Intelligence Artificielle avec OpenVINO : de l’optimisation à la mise en production
$3,960Net · employer-funded
Cloud Computing
More programs in Cloud Computing.
Cloud ComputingIndustry-certifiedAWS Auto Scaling : Maîtriser la gestion dynamique des ressources Cloud
$3,960Net · employer-funded
Cloud ComputingIndustry-certifiedAWS CDK : Maîtriser le Déploiement d’Infrastructure as Code sur le Cloud AWS
$3,960Net · employer-funded
Cloud ComputingIndustry-certifiedAWS CLI : Maîtrisez l’Interface en Ligne de Commande Amazon Web Services
$3,960Net · employer-funded
Cloud ComputingIndustry-certifiedAWS CLI Training - Automating Advanced Cloud Tasks
$2,640Net · employer-funded
Cloud ComputingIndustry-certifiedAWS CloudFormation : Maîtriser l’Infrastructure as Code pour Accélérer le Déploiement Cloud
$3,960Net · employer-funded
Cloud ComputingIndustry-certifiedAWS Data Pipeline : Maîtriser l’Automatisation et l’Orchestration des Données
$3,960Net · employer-funded
Infrastructure & Réseaux
More programs in Infrastructure & Réseaux.
Infrastructure & RéseauxIndustry-certifiedARP : Comprendre et Maîtriser le Protocole ARP en Réseaux
$1,320Net · employer-funded
Infrastructure & RéseauxIndustry-certifiedAWS Auto Scaling : Maîtriser l’élasticité du Cloud pour optimiser ses ressources AWS
$2,640Net · employer-funded
Infrastructure & RéseauxIndustry-certifiedAWS Lake Formation : Maîtriser la gestion de données Lakehouse sécurisée sur AWS
$3,960Net · employer-funded
Infrastructure & RéseauxIndustry-certifiedAWS Snowball : Prise en main et optimisation des transferts massifs de données
$3,960Net · employer-funded
Infrastructure & RéseauxIndustry-certifiedAdministration avancée du serveur DNS Unbound : Sécurité, performance et résilience
$2,640Net · employer-funded
Infrastructure & RéseauxIndustry-certifiedAssurer un Uptime Optimal : Maîtriser la Gestion et la Monitoring des Serveurs
$2,640Net · employer-funded
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 24 h · Industry-certified · Corporate funding