Advanced BigQuery Training - Optimize Massive Analyses

Specialist course · Minimum level required

$4,725

  • 3 days
  • Onsite
  • 10 people max.
Ref: YRT590
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 advanced BigQuery mastery, your slow queries multiply cloud costs by 5, turning 1h analyses into 10h and wasting 50k€ annually on unused slots.

  • Lose competitiveness against optimized data teams processing petabytes in minutes, risk partitioning errors causing critical data losses, suffer penalizing GCP audits with 20% overbilling, miss ML insights for late business decisions, fall behind competitors scaling 10x faster.

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

  • OpenAI
  • Anthropic
  • Mistral AI
  • NVIDIA
  • Google
  • Amazon Web Services
  • Microsoft Dynamics 365
  • Salesforce
  • ServiceNow
  • SAP
  • Oracle
  • Cisco
  • Fortinet
  • Palo Alto Networks
  • Aruba
  • VMware
  • Red Hat
  • Databricks
  • Snowflake
  • OVHcloud
  • Notion
  • AMD
  • Apple

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

Advanced BigQuery training objectives

  • Optimize complex queries to scale on petabytes
  • Implement efficient partitioning and clustering
  • Manage slots, reservations, and fine-grained billing
  • Integrate BigQuery ML for predictive analyses
  • Automate pipelines via scripts and APIs
  • Process streaming data in real time
  • Deploy secure BigQuery architectures

Program

Advanced BigQuery curriculum: 3 modules over 3 days

Module 1 : BigQuery Query Optimization: Advanced Techniques (SQL, EXPLAIN, Massive Joins)

Dive into execution plan analysis with EXPLAIN, rewrite SQL queries on terabyte datasets to boost performance by 80%, chain practical exercises on real costs, simulate nested joins, produce personalized optimization reports, transform your habits for ultra-fast and economical analyses.

Module 2 : Partitioning, Clustering, and BigQuery Resource Management (Slots, Materialized Views)

Master date partitioning and multi-column clustering on massive tables, configure reserved slots to control budgets, test materialized views on real e-commerce cases, practice refactoring existing tables, generate billing savings up to 60%, deploy scalable production-ready configurations.

Module 3 : Advanced BigQuery: ML, Streaming, APIs, and Best Practices (Automated Pipelines)

Integrate BigQuery ML for predictive models on live data, automate via BigQuery API and Python scripts, process Pub/Sub streaming feeds in real time, analyze Fortune 500 use cases, build end-to-end secure pipelines, validate with performance audits, leave with a deliverable toolkit for immediate projects.

How Advanced BigQuery skills are assessed

  • Daily practical quizzes
  • Final certifying case study
  • Personal query audit

How the Advanced BigQuery course is taught

  • 70% hands-on with real Google datasets
  • 30% applied theory
  • Post-training video support

Advanced BigQuery training: access and practical arrangements

The Advanced BigQuery Training - Optimize Massive 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 Advanced BigQuery Training - Optimize Massive 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 Advanced BigQuery Training - Optimize Massive 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 Advanced BigQuery 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

Advanced BigQuery: frequently asked questions

Which tools are used in Advanced BigQuery Training training?+
Hands-on work runs on SQL, EXPLAIN, massive Joins, slots, materialized Views and automated Pipelines. Those tools come from the Advanced BigQuery Training program itself, delivered on site over 3 days, so participants practise on the stack they will use at work.
What can participants do after Advanced BigQuery Training training?+
They can optimize complex queries to scale on petabytes, implement efficient partitioning and clustering and manage slots, reservations, and fine-grained billing. Those are the stated objectives of the Advanced BigQuery Training program at Advanced level, checked by the end-of-session assessment.
What does the Advanced BigQuery Training program cover, day by day?+
Day 1: BigQuery Query Optimization: Advanced Techniques (SQL, EXPLAIN, Massive Joins). Day 2: Partitioning, Clustering, and BigQuery Resource Management (Slots, Materialized Views). Day 3: Advanced BigQuery: ML, Streaming, APIs, and Best Practices (Automated Pipelines). The Advanced BigQuery Training program runs over 3 days, delivered on site.
How is Advanced BigQuery Training training assessed?+
Assessment relies on daily practical quizzes, final certifying case study and personal query audit. Learni issues a completion certificate together with the individual assessment report at the end of the Advanced BigQuery Training program, which an L&D team can file as evidence.
How much does Advanced BigQuery Training training cost per participant?+
Advanced BigQuery Training 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 Advanced BigQuery Training 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 Advanced BigQuery Training 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 Advanced BigQuery Training training?+
Advanced SQL mastery, Google Cloud Platform experience, BigQuery Console practice, and data warehousing.
Is a certificate issued after Advanced BigQuery Training 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 Advanced BigQuery Training 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 Advanced BigQuery learning path.

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

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