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Advanced BigQuery Training - Analyze Petabytes in Real Time

Ref: PBS295
10 people max.
$5,280 HT / per person
−15% from 2 people−30% from 3 people−50% from 5 people
Pay in 3 installments · +$180/day onsite · +$540 with certification exam
4 days
Remote

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Learning objectives

  • Optimize BigQuery queries to reduce costs by 50%
  • Master partitioning and clustering on massive datasets
  • Implement advanced UDFs and JavaScript scripts
  • Integrate BigQuery ML for predictive analyses
  • Manage governance and security of petabyte-scale data
  • Automate pipelines with Scheduled Queries and APIs

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 advanced training, your BigQuery queries will explode budgets: 30-50% overcosts on poorly managed slots, project delays doubled by slow queries on petabytes.

  • 70% of data teams lose 20h/week on non-optimized debugging, miss integrated ML opportunities, expose data to security leaks.

  • Risk GDPR audit failures, analytics ROI halved, competitors outpaced by teams scaling 10x faster.

  • Invest 28h for immediate gains: €40k/year savings, accelerated promotions.

Allan Busi
Allan Busi

Learni Trainer · Expert

73%productivity gap
×3cost of inaction

Program

Module 1Day 1: Partitioning and Clustering: BigQuery Performance Optimization (partitioned tables, slots, costs).

Dive into table optimization via partitioning and clustering, test on real terabyte datasets, analyze cost impacts with Query Analyzer, perform practical exercises to reduce execution time by 70%, produce personalized reports, gain immediate mastery of advanced BigQuery tools.

Module 2Day 2: Advanced Queries: UDFs, SQL Scripting (user-defined functions, loops, conditions).

Create powerful JavaScript UDFs for complex transformations, script queries with variables and macros, apply to concrete business cases like e-commerce, measure performance gains via slot management, deliver reusable scripts, transform your analyses into irresistible competitive advantages.

Module 3Day 3: BigQuery ML and Integrations: Integrated Machine Learning (models, hyperparameters).

Develop native ML models without leaving BigQuery, train on massive data with simple SQL, optimize hyperparameters via predictive exercises, integrate APIs for real-time dashboards, test on anonymized customer datasets, obtain accurate predictions boosting ROI by 40%.

Module 4Day 4: Governance, Automation: Security, Scheduled Queries, APIs (end-to-end pipelines).

Configure IAM and column policies to secure petabytes, automate workflows with Scheduled Queries and Cloud Functions, deploy pipelines via APIs on real cases, simulate GDPR-compliant audits, finalize certifying project with interactive dashboard deliverable, leave as an expert ready to scale.

Evaluation method

  • Daily practical quizzes, final certifying BigQuery project, personalized coach feedback.

Learning method

  • 90% hands-on with real datasets, collaborative workshops, business case studies.

Methods, materials and delivery

The Advanced BigQuery Training - Analyze Petabytes 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 Advanced BigQuery Training - 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 Advanced BigQuery Training - 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 eligible for corporate training budgets and employer-funded plans.

Verified reviews

What our learners

4.9 · +100 verified reviews
★★★★★

« cool, j'ai appris des trucs »

TomFormation AWS — Cloud Practitioner
★★★★★

« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »

Eva CarpentierFormation LLM en Entreprise — Claude, ChatGPT, Mistral
★★★★★

« la formation dev etait intense mais grave bien. merci Anthony Khelil »

NolanDWWM - Développeur Web et Web Mobile
★★★★★

« 😊👍 »

AmbreDWWM - Développement Web & Mobile React
★★★★★

« bien 👍 »

Léo BlanchardFormation AWS — DevOps Engineer Professional
★★★★★

« Allan Busi t'es au top, continue comme ça. formation géniale »

MargotFormation Claude & ChatGPT — Comparatif et Cas d'Usage
★★★★★

« cool, j'ai appris des trucs »

TomFormation AWS — Cloud Practitioner
★★★★★

« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »

Eva CarpentierFormation LLM en Entreprise — Claude, ChatGPT, Mistral
★★★★★

« la formation dev etait intense mais grave bien. merci Anthony Khelil »

NolanDWWM - Développeur Web et Web Mobile
★★★★★

« 😊👍 »

AmbreDWWM - Développement Web & Mobile React
★★★★★

« bien 👍 »

Léo BlanchardFormation AWS — DevOps Engineer Professional
★★★★★

« Allan Busi t'es au top, continue comme ça. formation géniale »

MargotFormation Claude & ChatGPT — Comparatif et Cas d'Usage
★★★★★

« cool, j'ai appris des trucs »

TomFormation AWS — Cloud Practitioner
★★★★★

« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »

Eva CarpentierFormation LLM en Entreprise — Claude, ChatGPT, Mistral
★★★★★

« la formation dev etait intense mais grave bien. merci Anthony Khelil »

NolanDWWM - Développeur Web et Web Mobile
★★★★★

« 😊👍 »

AmbreDWWM - Développement Web & Mobile React
★★★★★

« bien 👍 »

Léo BlanchardFormation AWS — DevOps Engineer Professional
★★★★★

« Allan Busi t'es au top, continue comme ça. formation géniale »

MargotFormation Claude & ChatGPT — Comparatif et Cas d'Usage
Read all reviews
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.

Step 1

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.
Step 2

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.
Step 3

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.
Step 4

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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