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Training BigQuery - Optimize Massive Analyses in 5 Days

Ref: HGY863
10 people max.
$6,300 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
5 days
Remote

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Learning objectives

  • Optimize complex SQL queries for maximum performance
  • Manage partitioned and clustered datasets efficiently
  • Master window analytic functions and advanced aggregations
  • Integrate BigQuery with Dataflow and Pub/Sub for scalable pipelines
  • Automate workflows via Scheduled Queries and APIs
  • Analyze costs and monitor production performance
  • Develop interactive dashboards with Connected Sheets

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 intermediate BigQuery mastery, your slow queries waste up to 50% of your cloud budget, with costs exploding at 10€/TB scanned unnecessarily.

  • 70% of data teams lose 15h/week on manual optimizations, leading to delays in critical analyses and business opportunity losses of 20k€/month.

  • Partitioning errors cause slot overloads, blocking urgent projects.

  • Trained competitors scale 5x faster, leaving you behind on predictive insights.

  • Invest 35h for immediate ROI: 30% cost savings, x3 productivity.

Allan Busi
Allan Busi

Learni Trainer · Expert

73%productivity gap
×3cost of inaction

Program

Module 1Advanced BigQuery Queries: SQL Optimization and Performance (practical exercises)

Dive into SQL query optimization on BigQuery, test slots and caching to accelerate massive analyses, practice complex joins and subqueries on real datasets, analyze execution plans via Query Explain, produce your first optimized reports handling terabytes of data without extra costs.

Module 2BigQuery Analytic Functions: Window Functions and Aggregations (real-world cases)

Explore RANK, LAG, NTILE for powerful temporal insights, chain exercises on sales and user logs, build materialized views for quick reuse, integrate ARRAY and STRUCT for structured data, generate analytics deliverables ready for BI tools like Looker.

Module 3BigQuery Dataset Management: Partitioning, Clustering (practical tools)

Configure date-partitioned and clustered tables, migrate existing datasets via guided exercises, measure cost reductions up to 70% on filtered queries, test batch/streaming ingestion, produce DDL scripts for future automations, while monitoring via Information Schema.

Module 4BigQuery Integrations: Dataflow, Pub/Sub, APIs (real pipelines)

Build scalable ETL by linking BigQuery to Dataflow for serverless transformations, simulate real-time streams via Pub/Sub, call REST APIs for automated exports, practice federated queries on GCS/Drive, deploy end-to-end pipelines with functional deliverables tested in real conditions.

Module 5BigQuery Best Practices: Monitoring, Costs, Final Projects (professional deliverables)

Analyze detailed billing and optimize budgets via slot reservations, implement Scheduled Queries for daily dashboards, review monitoring with Cloud Monitoring, finalize capstone project on client dataset, receive templates and certificates to boost your CV immediately.

Evaluation method

  • Daily interactive quizzes, graded final project, self-assessment of skills before/after.

Learning method

  • 70% practical exercises, real GCP cases, individual coaching via videoconference.

Methods, materials and delivery

The Training BigQuery - Optimize Massive Analyses in 5 Days 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 - Optimize Massive Analyses in 5 Days 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 in 5 Days 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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