The Neo4j GraphAcademy is providing free training for Q4 2022, which includes various topics such as hands-on tutorials and sessions on using GraphQL, AI for graph modeling, and knowledge graph adoption. Additionally, the company has introduced a new feature called negative relationships, allowing developers to train link prediction models more quickly. The Neo4j GraphAcademy is also offering a free survey for developers building modern applications with GraphQL. Furthermore, there are several upcoming meetups around the world, including sessions on using AuraDB and discovering new technologies. The company is encouraging collaboration between data scientists and programmers through various initiatives, such as knowledge graph adoption and API strategy benefits in real life.