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.
Describe your need, get a tailored program and a pre-filled quote in 3 min. A 100% free call with an advisor.
Founded by passionate learning and innovation experts, Learni's mission is to make professional training accessible to everyone, anywhere in the world. Our team operates in major hubs — London, New York, Boston — and internationally, to support talents and organizations in upskilling.
Don't let this gap widen
Without this upskilling, your team accumulates a technological gap that translates directly into productivity loss.
Organizations that don't train their talents on key topics see their competitiveness drop.
Every quarter without training is a gap widening with competitors who invest.
The cost of inaction quickly exceeds that of well-targeted training.
Discover the essential principles of Supervised Fine-Tuning (SFT) through practical workshops on Big Data datasets, set up PyTorch and Hugging Face environments, prepare annotated corpora with tools like LabelStudio, test initial fine-tunings on BERT models, analyze learning curves, produce initial convergence reports, integrate feedback for rapid iterations, all while simulating real enterprise cases for an immersive professional training.
Dive into extracting and cleaning massive volumes via Hadoop and Spark, structure Data Lakes for optimal SFT, apply ETL transformations on terabytes of data, manage class imbalances with advanced SMOTE, validate quality via automated pipelines, generate labeled training subsets, simulate real enterprise data flows, export transformer-compatible formats, obtain deliverables ready for fine-tuning, strengthening certified Big Data skills.
Configure SFT hyperparameters for rapid convergence, integrate LoRA via PEFT for memory efficiency on GPU clusters, train on Big Data datasets with Accelerate, monitor via Weights & Biases, optimize batch sizes and learning rates, test early stopping, compare baselines vs. fine-tuned models, produce F1-scores above 90%, apply to enterprise NLP cases, deliver reproducible notebooks for teams.
Master SFT scaling on clusters via DeepSpeed ZeRO and Ray Train, distribute training on Hadoop Data Lakes, reduce time by 70% via sharding, manage multi-GPU with mixed precision, integrate distributed monitoring, test robustness on noisy datasets, refine via active learning, deploy prototypes in Docker containers, analyze AWS/GCP costs, obtain scalable pipelines for enterprise production, certifying advanced skills.
Deploy fine-tuned SFT models via MLflow and Kubernetes, set up FastAPI for Big Data inference, integrate Drift monitoring with Evidently, A/B test versions, measure quantified business ROI, automate retraining on Hadoop streams, secure with tokenization, produce Grafana dashboards, validate GDPR compliance, finalize real project portfolio, conclude with professional SFT skills certification for career boost.
The Training Supervised Fine-Tuning SFT - Optimizing AI Models Big Data program is delivered onsite or remote (blended-learning, e-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.
For the smooth delivery of the Training Supervised Fine-Tuning SFT - Optimizing AI Models Big Data program, the following equipment is required:
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.
Assessment of skills acquired during the Training Supervised Fine-Tuning SFT - Optimizing AI Models Big Data program is performed through:
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.
Learni programs are available inter-company and intra-company, onsite or remote. Enrollments are possible up to 48 business hours before the program starts. Our programs are eligible for corporate funding paths. Contact us to discuss your training project and funding options.
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
« cool, j'ai appris des trucs »
« j'etais perdu au debut mais Ramy Saharaoui m'a pas laché, il a pris le temps. merci vraiment »
« la formation dev etait intense mais grave bien. merci Anthony Khelil »
« 😊👍 »
« bien 👍 »
« Allan Busi t'es au top, continue comme ça. formation géniale »
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.
Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.
30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.
No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.
Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.
A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.
Big DataIndustry-certified
Big DataIndustry-certified
Big DataIndustry-certified
Big DataIndustry-certified
Big DataIndustry-certified
Big DataIndustry-certified
Data EngineeringIndustry-certified
Data EngineeringIndustry-certified
Data EngineeringIndustry-certified
Data EngineeringIndustry-certified
Data EngineeringIndustry-certified
Data EngineeringIndustry-certified
Cloud ComputingIndustry-certified
Cloud ComputingIndustry-certified
Cloud ComputingIndustry-certified
Cloud ComputingIndustry-certified
Cloud ComputingIndustry-certified
Cloud ComputingIndustry-certified
Bases de donnéesIndustry-certified
Bases de donnéesIndustry-certified
Bases de donnéesIndustry-certified
Bases de donnéesIndustry-certified
Bases de donnéesIndustry-certified
Bases de donnéesIndustry-certified30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.