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.
1 seat held for the next session
30:00Held for another
Request a call back and an advisor reaches you within 24 business hours, Monday to Saturday.
Training AutoML: Mastering Machine Learning Automation to Boost Your AI Projects
Trusted by — schools, companies and industrial groups
Every program built with a dedicated engineer
Learning objectives
- Understand the fundamental concepts of AutoML
- Discover and use the main open source and cloud AutoML platforms
- Automate data preparation, feature engineering, model selection, hyperparameter optimization, and performance evaluation
- Integrate and deploy an AutoML solution into a professional workflow
- Recognize the limits and best practices of AutoML
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 mastery of AutoML, your Machine Learning pipelines remain manual and time-consuming, limiting your AI projects to slow and imprecise iterations.
Teams lose an average of 70% of their time on tuning and feature engineering, resulting in 3 to 6 month delays per project and 40% additional costs on budgets.
85% of AI implementation failures stem from these inefficiencies, exposing your company to estimated revenue losses of 150 000 € per incident and rapid market share erosion.
Every quarter without automation widens the competitive gap, directly threatening your strategic position and career.
Program
Module 1Introduction to AutoML and Overview of Tools
Definition of AutoML, history, challenges and use cases; presentation of the AutoML ecosystem (H2O, auto-sklearn, TPOT, Google Cloud AutoML, Azure AutoML); installation and first hands-on; criteria for choosing platforms based on business objectives.
Module 2Automation of Preprocessing and Model Selection
Automation of data cleaning and preparation; automated feature engineering; automatic model selection; handling tabular, textual, and image datasets; practical exercises on different platforms.
Module 3Advanced Optimization, Interpretability & Integration
Automatic hyperparameter optimization; interpretability of AutoML models; benchmarks, cross-validation, and performance evaluation; deployment of an AutoML pipeline in a professional environment; limits and best practices; outlook on the evolution of AutoML.
Evaluation method
- Completion of a mini AutoML project in pairs at the end of the training
- Daily quizzes to validate knowledge acquisition
- Collective review of practical exercises
Learning method
- Interactive presentations and professional experience feedback
- Guided hands-on sessions on real datasets
- Concrete case studies, complete course materials, and additional resources
Methods, materials and delivery
The Training AutoML: Mastering Machine Learning Automation to Boost Your AI Projects 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 AutoML: Mastering Machine Learning Automation to Boost Your AI Projects 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 AutoML: Mastering Machine Learning Automation to Boost Your AI Projects 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 AutoML: Mastering Machine Learning Automation to Boost Your AI Projects training cost?+
The price is $3,675 (USD) per participant. A detailed quote is sent within one business day.
How long is the Training AutoML: Mastering Machine Learning Automation to Boost Your AI Projects training?+
The training lasts 3 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?+
Machine learning basics, Python programming knowledge recommended
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.
On-site & remote
This training across cities
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