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.
Trusted by — schools, companies and industrial groups
Learning objectives
- Set up an advanced Spark cluster with YARN
- Manipulate DataFrames and RDDs for distributed processing
- Develop performant Spark SQL queries
- Implement Spark Streaming for real-time data
- Optimize Spark jobs for maximum scalability
- Deploy and monitor applications in production
- Debug common errors with Spark UI
Our social commitment
A school kit donated to a child for every training
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
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.
Don't let this gap widen
Why this program matters
Without mastering Apache Spark, your Big Data jobs drag on: 40% time lost on slow ETL processes, cloud costs inflated by 200% due to under-optimization (IDC source), 65% of data projects fail due to lack of scalability (Gartner).
Imagine missing real-time insights, competitors pulling ahead with smooth streaming, teams frustrated by unresolved bugs.
Risk critical delays and exploding budgets?
In 2 days, boost performance x5, avoid common pitfalls, and secure ROI on projects starting tomorrow.
Program
Module 1Day 1: Advanced DataFrames, RDDs, and Spark SQL (exercises on real datasets)
Dive into DataFrames to transform terabytes of data in the blink of an eye, manipulate RDDs for powerful distributed operations, master Spark SQL through complex queries on real web logs, perform collaborative hands-on exercises, produce optimized production-ready scripts, all while benefiting from a dedicated cluster environment that immediately boosts your skills.
Module 2Day 2: Spark Streaming, Optimization, and Deployment (deliverables: clustered jobs)
Integrate Spark Streaming to analyze IoT streams in real time, optimize performance with caching and partitioning on concrete e-commerce cases, deploy in YARN or Kubernetes mode via practical workshops, monitor with Spark UI, generate end-to-end functional pipelines, test scalability on simulated clusters, and leave with deployable deliverables that transform your Big Data projects.
Evaluation method
- Continuous interactive quizzes
- Graded practical exercises
- Final project on a real-world case
- Qualiopi certificate
Learning method
- 70% hands-on in workshops
- Exercises on Spark clusters
- Real-world case studies
- Digital learning support materials
Methods, materials and delivery
The Training Apache Spark - Optimize Your Big Data Processing 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 Apache Spark - Optimize Your Big Data Processing 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 Apache Spark - Optimize Your Big Data Processing 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.
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.
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FAQ
Frequently asked questions
How much does the Training Apache Spark - Optimize Your Big Data Processing training cost?+
The individual price is $2,310, and the team / on-site price is $4,043 (USD). A detailed quote is sent within one business day.
How long is the Training Apache Spark - Optimize Your Big Data Processing training?+
The training lasts 2 journées, available live online (US time zones) or on-site at your offices.
How is this training paid for?+
Most US teams pay directly through their company (L&D or training budget). We invoice in US dollars and accept bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.
Are there any prerequisites?+
Knowledge of Python or Scala, basics in Spark or Hadoop, familiarity with SQL and Linux.
Is a certificate delivered at the end?+
Yes. A Learni completion certificate is issued, along with the individual evaluation report.
Does Learni provide the equipment?+
No. A computer and stable internet connection are required for the participant. Learni provides the educational platform, the trainer and all course materials.
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