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 expert principles of GraphRAG to transform forensic data into intelligent graphs, implement Neo4j schemas tailored to investigations, perform practical exercises on entity extraction from malicious logs, build your first enriched knowledge graph, test optimized Cypher queries, and produce a functional deliverable ready for RAG, all in 7 interactive hours.
Dive into massive data ingestion for investigations with GraphRAG, configure advanced embeddings via LlamaIndex for contextual vectors, integrate FAISS for hybrid graph-vector search, apply to concrete digital trace cases, develop automated Python scripts to scale graphs, generate interactive visualizations of malicious relationships, and validate robustness on real datasets in just 7 hours.
Optimize GraphRAG for expert malware analysis, fine-tune LLMs like GPT-4 on forensic graphs, implement semantic reranking mechanisms, test on ransomware and APT samples, develop automated workflows for relational anomaly detection, integrate precise evaluation metrics like faithfulness and answer relevance, produce a GraphRAG-enriched malware analysis report, in 7 hours of intensive practice.
Deploy GraphRAG in production for incident response, containerize with Docker and orchestrate via Kubernetes, simulate emergency scenarios with live forensic data, automate CI/CD pipelines for graph updates, measure RAG precision gains up to 40%, generate real-time monitoring dashboards, and finalize a capstone project with a deployable deliverable, consolidating your professional skills in 7 hours.
The Training GraphRAG - Mastering Graphs for Advanced RAG 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 GraphRAG - Mastering Graphs for Advanced RAG 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 GraphRAG - Mastering Graphs for Advanced RAG 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.
Investigation NumériqueIndustry-certified
Investigation NumériqueIndustry-certified
Investigation NumériqueIndustry-certified
Investigation NumériqueIndustry-certified
Investigation NumériqueIndustry-certified
Investigation NumériqueIndustry-certified
Développement WebIndustry-certified
Développement WebIndustry-certified
Développement WebIndustry-certified
Développement WebIndustry-certified
Développement WebIndustry-certified
Développement WebIndustry-certified
CybersécuritéIndustry-certified
CybersécuritéIndustry-certified
CybersécuritéIndustry-certified
CybersécuritéIndustry-certified
CybersécuritéIndustry-certified
CybersécuritéIndustry-certified
Infrastructure & RéseauxIndustry-certified
Infrastructure & RéseauxIndustry-certified
Infrastructure & RéseauxIndustry-certified
Infrastructure & RéseauxIndustry-certified
Infrastructure & RéseauxIndustry-certified
Infrastructure & RéseauxIndustry-certified30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.