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.
Dive into installing a scalable LanceDB cluster, configure complex vector schemas adapted to your enterprise datasets, ingest millions of embeddings via the Python SDK with optimized batching, test persistence on disk and cloud, perform practical exercises on real multimodal data cases, produce your first functional vector index with performance metrics.
Explore HNSW and IVF indexing algorithms for ultra-fast searches, integrate rich metadata for semantic filtering, optimize hyperparameters on massive datasets using LanceDB tools, develop real-time upsert and deletion scripts, apply these methods to an enterprise red thread project, measure speed and accuracy gains with concrete benchmarks.
Master ANN and KNN queries for precise vector similarities, combine with full-text search for advanced hybridization, implement custom reranking on cosine or Euclidean scores, test on AI use cases like product recommendation, develop complex filtered queries by metadata, analyze results via LanceDB dashboards, optimize for sub-second latency in production.
Integrate LanceDB into complete RAG pipelines with LangChain and LlamaIndex, generate dynamic embeddings via HuggingFace Transformers, build reactive AI agents on vector databases, manage secure multi-user sessions, deploy end-to-end prototypes on sensitive enterprise data, evaluate generated response fidelity, produce an operational RAG deliverable ready for certification.
Deploy LanceDB in distributed mode on Kubernetes with horizontal sharding, configure monitoring via Prometheus and Grafana for real-time metrics, secure access with API keys and RBAC, optimize cloud costs on AWS or GCP, simulate extreme loads with stress-test tools, finalize your red thread project with expert code review, prepare roadmap for certified enterprise integration.
The Training LanceDB - Optimizing AI Vector Searches 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 LanceDB - Optimizing AI Vector Searches 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 LanceDB - Optimizing AI Vector Searches 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.
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Bases de donnéesIndustry-certified
Bases de donnéesIndustry-certified
Bases de donnéesIndustry-certified
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Bases de donnéesIndustry-certified
Bases de donnéesIndustry-certified30 minutes with a learning advisor. No commitment. No sales pitch dressed up as a demo.