Is the training Qualiopi certified?

Yes, Learni is a Qualiopi-certified training organization. This certification guarantees the quality of our courses and enables funding through OPCO and other mechanisms.

How can I fund my training?

Our courses are eligible for OPCO funding. Learni supports you through the funding process. A personalized quote is available upon request.

What are the prerequisites for this training?

The prerequisites for the Training Neo4j - Optimizing Graphs for Enterprise AI training are: Advanced SQL proficiency, NoSQL experience, intermediate Cypher. A preliminary interview validates your eligibility.

Is the training available in person?

Yes, the Training Neo4j - Optimizing Graphs for Enterprise AI training is available in distanciel. The format can be adapted to your needs (inter, intra, custom).

Training Neo4j - Optimizing Graphs for Enterpris... | Learni

The story of Learni

Founded by passionate advocates of learning and innovation, Learni set out to make professional training accessible to everyone, everywhere in the world. Our team works in the largest cities such as Paris, Lyon, Marseille, and internationally, to support talents and organizations in their skills development.

Configure your training

Response within 24hNo commitment100% free

7 spots remaining for the next session

FormatParticipantsDateDetails

Which format do you prefer?

Methods, approaches, and teaching resources

The Training Neo4j - Optimizing Graphs for Enterprise AI training is delivered in-person or remotely (blended-learning, e-learning, virtual classroom, remote in-person). At Learni, a Qualiopi-certified training organization, each program is designed to maximize skills acquisition, regardless of the training mode chosen.

The trainer alternates between demonstrative, interrogative, and active methods (through practical exercises and/or real-world scenarios). This pedagogical approach ensures concrete and directly applicable learning in the workplace.

Teaching resources provided

To ensure the quality of the Training Neo4j - Optimizing Graphs for Enterprise AI training, Learni provides the following teaching resources:

Mac or PC computers, high-speed fiber internet, whiteboard or flipchart, video projector or interactive touchscreen (for remote sessions)
Training environments installed on workstations or accessible online
Course materials, practical exercises, and supplementary resources
Post-training access to materials and teaching resources

For in-house training at a location external to Learni, the client ensures and commits to having all necessary teaching materials (IT equipment, internet connection...) for the proper conduct of the training action in accordance with the prerequisites indicated in the communicated training program.

* contact us for remote feasibility** ratio varies depending on the training followed

Assessment methods

The assessment of skills acquired during the Training Neo4j - Optimizing Graphs for Enterprise AI training is carried out through:

During training: case studies, practical exercises, and professional scenarios
At the end of training: self-assessment questionnaire and skills evaluation by the trainer
After training: training completion certificate detailing acquired skills

Training accessibility

Learni is committed to the accessibility of its professional training programs. All our training programs are accessible to people with disabilities. Our teams are available to adapt teaching methods to your specific needs. Do not hesitate to contact us for any accommodation request.

Training access terms and deadlines

Training objectives

Master expert Cypher for complex enterprise graph queries

Optimize Neo4j performance in scalable professional environments

Develop graph applications connected to AI and machine learning

Implement certified advanced Neo4j security and indexes

Design hybrid Neo4j architectures for professional data skills

Deploy high-availability Neo4j clusters in production

Training program

Module 1Advanced Neo4j Cypher: Pattern Matching and Optimized Traversals (Indexes, Algorithms)

Dive into expert Cypher queries for matching complex patterns on massive graphs, configure composite and full-text indexes to accelerate searches, apply built-in algorithms like shortestPath and PageRank on real enterprise datasets, perform practical exercises on fraud detection cases, produce performant reports with APOC and Bloom visualization.

Module 2Neo4j Performance: Tuning and Horizontal Scaling (Bloom, Drivers)

Optimize your Neo4j databases for extreme workloads by analyzing execution plans with EXPLAIN/PROFILE, tune JVM and heap configurations to minimize latency, implement causal clustering sharding with Java/Python drivers, test scalability on simulations with 1M+ nodes, develop monitoring scripts with Neo4j Ops Manager, measure concrete gains on your red thread project.

Module 3Neo4j AI/ML Integration: Embeddings and Graph Data Science (GDS)

Integrate Neo4j into ML pipelines via the GDS library for graph-centric algorithms like Louvain and Node2Vec, generate vector embeddings for semantic similarity, connect to TensorFlow/PyTorch for advanced predictions, apply real-world cases in recommendation systems and anomaly detection, export results in Kafka/Spark-compatible formats, validate models on real enterprise data.

Module 4Enterprise Neo4j Security: RBAC, Encryption, and Backups (Aura, Enterprise)

Secure Neo4j deployments with fine-grained RBAC roles and LDAP/OIDC authentication, implement at-rest and in-transit encryption, configure incremental backups and disaster recovery, integrate auditing with Sentry plugins, test Cypher injection and DoS attacks, migrate to Neo4j Aura for hybrid cloud, document GDPR-compliant policies for certification audits.

Module 5Neo4j Production Deployment: Helm Kubernetes and Monitoring (Fabric)

Deploy Neo4j clusters on Kubernetes using Helm charts for high availability, integrate Fabric for multi-graph federation, monitor with Prometheus/Grafana and custom alerts, automate CI/CD pipelines with GitHub Actions, optimize AWS/GCP cloud costs, finalize red thread project with interactive dashboard, prepare for expert Neo4j certification.