Training BigQuery Expert - Optimize Petabyte Analyses

Very demanding course · Expertise required

$4,725

  • 3 days
  • Onsite
  • 10 people max.
Ref: RZO325
10 people max.
$4,725
In-company rate: from $8,558 for the whole teamExpertise rate: $1,575 per day, reflecting the difficulty level
On-site and certification exam on quote
3 days
Onsite

Don't let this gap widen

Why this program matters

  • Without BigQuery expertise, your queries explode costs: +500% on unoptimized slots, useless scans waste millions of byte-seconds.

  • Time lost: 40h/week on slow queries blocking critical business insights.

  • Scalability failures: 70% of GCP data projects fail due to poor partitioning/clustering management, losing 200k€/year in infra.

  • Competitors advance with real-time ML while you struggle with manual ETL.

  • Compliance risk: data leaks without native encryption.

  • Invest 21h, save 50k€/year and boost data ROI x5.

Alicia DIOH, Managing Director · Finance, AI & Management trainer
Alicia DIOH

Managing Director · Finance, AI & Management trainer

73%productivity gap
×3cost of inaction
Flag of the United StatesBuilt for US teams
Payment by wire transferEnhanced confidentialityPerfect for companies with 50 to 500 employeesScheduling to fit any time zone

Trusted by — schools, companies and industrial groups

41,224 programs · 25 countries

  • Aptar
  • ArcelorMittal
  • Equans
  • EDF
  • Ubisoft
  • Microsoft
  • Atos

Every program built with a dedicated engineer

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Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft, Microsoft and Atos.

BigQuery Expert training objectives

  • Optimize complex SQL queries for petabytes of data
  • Manage slots and costs to scale without overspending
  • Implement partitioning, clustering, and materialized views
  • Integrate BigQuery with Dataflow, Pub/Sub, and Vertex AI
  • Develop ML models via BigQuery ML
  • Analyze real-time streams with streaming inserts
  • Automate pipelines via APIs and Scheduled Queries

Program

BigQuery Expert curriculum: 3 modules over 3 days

Module 1 : Advanced BigQuery Queries: Optimized SQL, Partitioning, Clustering (exercises, real cases, performant query deliverables)

Dive into expert SQL optimization, test partitioning and clustering on massive datasets, analyze costs via EXPLAIN, complete practical exercises on real GCP logs, produce 10x faster queries, simulate petabyte scenarios to master slots, leave with deploy-ready optimized scripts.

Module 2 : Scalable BigQuery Pipelines: GCP Integrations, Streaming, Advanced ETL (Dataflow tools, automated pipeline deliverables)

Build ETL pipelines via Dataflow and Pub/Sub, integrate streaming inserts for real-time data, automate via Scheduled Queries and APIs, practice on real e-commerce cases, optimize costs with slot reservations, collaborate in pairs on live streams, generate production-ready functional deliverables.

Module 3 : BigQuery ML and Advanced Analytics: ML Models, BI Dashboards, Monitoring (ML exercises, predictive model deliverables)

Develop native ML models with BigQuery ML on terabytes, integrate Vertex AI for hyperparameter tuning, create advanced Looker Studio dashboards, monitor performance via Information Schema, apply to real business cases like churn prediction, test in groups on customer datasets, produce operational ML prototypes.

How BigQuery Expert skills are assessed

  • Daily technical quizzes, graded practical exercises, final project on massive dataset, internal certification.

How the BigQuery Expert course is taught

  • 99% hands-on with real GCP cases, individual mentoring, immediate feedback, gamified exercises.

BigQuery Expert training: access and practical arrangements

The Training BigQuery Expert - Optimize Petabyte Analyses 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 Expert - Optimize Petabyte Analyses 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 Expert - Optimize Petabyte Analyses 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.

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.

Our method

How Learni guarantees the quality of your BigQuery Expert training

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.

A child walking to school with a backpack
Our social commitment

A school kit donated to a child for every training booked

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
Enroll and offer a kit
FAQ

BigQuery Expert: frequently asked questions

Which tools are used in BigQuery Expert training?+
Hands-on work runs on exercises, real cases, performant query deliverables, dataflow tools, automated pipeline deliverables and ML exercises. Those tools come from the BigQuery Expert program itself, delivered on site over 3 days, so participants practise on the stack they will use at work.
What can participants do after BigQuery Expert training?+
They can optimize complex SQL queries for petabytes of data, manage slots and costs to scale without overspending and implement partitioning, clustering, and materialized views. Those are the stated objectives of the BigQuery Expert program at Expert level, checked by the end-of-session assessment.
What does the BigQuery Expert program cover, day by day?+
Day 1: Advanced BigQuery Queries: Optimized SQL, Partitioning, Clustering (exercises, real cases, performant query deliverables). Day 2: Scalable BigQuery Pipelines: GCP Integrations, Streaming, Advanced ETL (Dataflow tools, automated pipeline deliverables). Day 3: BigQuery ML and Advanced Analytics: ML Models, BI Dashboards, Monitoring (ML exercises, predictive model deliverables). The BigQuery Expert program runs over 3 days, delivered on site.
How is BigQuery Expert training assessed?+
Assessment relies on daily technical quizzes, graded practical exercises, final project on massive dataset, internal certification. Learni issues a completion certificate together with the individual assessment report at the end of the BigQuery Expert program, which an L&D team can file as evidence.
How much does BigQuery Expert training cost per participant?+
BigQuery Expert training costs $4,725 per participant. For an in-company team, the flat rate starts at $8,558 for the whole group, up to 8 people. The detailed quote, sent within one business day, adjusts the amount to the format and how far the syllabus is tailored to your team.
How long does BigQuery Expert training take?+
3 days, available live online (US time zones) or on-site at your offices. Half-day tracks spread over several weeks are possible so the team stays operational.
Who pays for BigQuery Expert training?+
Most US teams pay directly through their company L&D or training budget. Learni invoices in US dollars and accepts bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
What do participants need to know before BigQuery Expert training?+
Advanced mastery of SQL, experience with Google Cloud Platform, knowledge of data warehousing and ETL.
Is a certificate issued after BigQuery Expert training?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report. Learni is a certified training provider and prepares for third-party certifications, but does not award them itself.
Does Learni provide the equipment for BigQuery Expert training?+
No. A computer and a stable internet connection are required for each participant. Learni provides the learning platform, the trainer and all course materials.
Your professional training, anywhere

Let's build your BigQuery Expert learning path.

30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.

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