Training Feature Store Feast - Optimize ML Features in Production

$2,310

  • 2 days
  • Onsite
  • 10 people max.
Ref: TBZ748
10 people max.
$2,310
In-company rate: from $4,190 for the whole team
On-site and certification exam on quote
2 days
Onsite

Don't let this gap widen

Why this program matters

  • Without mastery of Feature Stores like Feast, data teams lose 60% of their time on repetitive and manual feature engineering, generating inconsistencies that degrade ML models by 40% in accuracy.

  • Production serving errors cause costly incidents, up to 150k€ per year in business losses for an average team.

  • In 2024, 75% of MLOps leaders (according to Gartner) integrate Feast, sidelining untrained profiles.

  • Each quarter without these skills exposes your company to competitive delays, blocks promotions, and multiplies customer churn risks through imprecise predictions.

Allan BUSI, Learni trainer · AI expert
Allan BUSI

Learni trainer · AI expert

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

41,259 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.

Feature Store Feast training objectives

  • Master Feature Stores with Feast for professional, certified ML pipelines
  • Set up a Feast environment in the enterprise to manage reusable features
  • Develop and version offline and online features with advanced skills
  • Integrate Feast with data tools like Kafka and Spark for certified flows
  • Optimize real-time serving and feature governance in production
  • Implement Feast best practices to boost enterprise ML performance

Program

Feature Store Feast curriculum: 2 modules over 2 days

Module 1 : Feature Store Fundamentals: Installation and Modeling with Feast (Python, registries, feature views)

Quick installation of Feast on a cloud or local environment, hands-on with registries to store features and metadata, creation of feature views for concrete ML datasets such as customer prediction, practical exercises on feature extraction and transformation from SQL and Parquet sources, development of a first offline pipeline with automatic validation, case study of an e-commerce company to identify quick wins, production of a deliverable: versioned feature schema ready for the data team.

Module 2 : Advanced Feature Store: Integration and Deployment of Feast (online serving, monitoring, MLOps)

Integration of Feast with Kafka for real-time streaming flows and Spark for massive batch processing, configuration of scalable online serving with Redis, performance optimization via caching and point-in-time joins on real fraud detection cases, setup of monitoring with Prometheus to detect feature drifts, exercises on collaborative governance and secure access, simulated production deployment with CI/CD via GitHub Actions, finalization of the capstone project with an operational Feast dashboard, immediate value to accelerate your ML models by 50% in the enterprise.

How Feature Store Feast skills are assessed

  • Certified multiple-choice quiz on Feature Store and Feast concepts
  • Practical evaluation through hands-on labs implementing pipelines
  • Presentation of the capstone Feature Store project in an enterprise context

How the Feature Store Feast course is taught

  • Courses led by a certified MLOps expert with production Feast experience
  • Practical exercises on real-world enterprise feature engineering cases
  • Progressive capstone project for a complete Feature Store
  • Detailed course materials with source codes and Feast templates

Feature Store Feast training: access and practical arrangements

The Training Feature Store Feast - Optimize ML Features in Production 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 Feature Store Feast - Optimize ML Features in Production 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 Feature Store Feast - Optimize ML Features in Production 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 Feature Store Feast 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

Feature Store Feast: frequently asked questions

Which tools are used in Feature Store Feast training?+
Hands-on work runs on python, registries, feature views, online serving, monitoring and MLOps. Those tools come from the Feature Store Feast program itself, delivered on site over 2 days, so participants practise on the stack they will use at work.
What can participants do after Feature Store Feast training?+
They can master Feature Stores with Feast for professional, certified ML pipelines, set up a Feast environment in the enterprise to manage reusable features and develop and version offline and online features with advanced skills. Those are the stated objectives of the Feature Store Feast program at Intermediate level, checked by the end-of-session assessment.
What does the Feature Store Feast program cover, day by day?+
Day 1: Feature Store Fundamentals: Installation and Modeling with Feast (Python, registries, feature views). Day 2: Advanced Feature Store: Integration and Deployment of Feast (online serving, monitoring, MLOps). The Feature Store Feast program runs over 2 days, delivered on site.
How is Feature Store Feast training assessed?+
Assessment relies on certified multiple-choice quiz on Feature Store and Feast concepts, practical evaluation through hands-on labs implementing pipelines and presentation of the capstone Feature Store project in an enterprise context. Learni issues a completion certificate together with the individual assessment report at the end of the Feature Store Feast program, which an L&D team can file as evidence.
How much does Feature Store Feast training cost per participant?+
Feature Store Feast training costs $2,310 per participant. For an in-company team, the flat rate starts at $4,190 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 Feature Store Feast training take?+
2 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 Feature Store Feast 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 Feature Store Feast training?+
Mastery of Python, SQL, and machine learning fundamentals; experience with data pipelines such as Spark or Airflow.
Is a certificate issued after Feature Store Feast 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 Feature Store Feast 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.
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