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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.
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The Training LanceDB - Personalizing Emailing via Vector Search 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.
To ensure the quality of the Training LanceDB - Personalizing Emailing via Vector Search training, Learni provides the following teaching resources:
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The assessment of skills acquired during the Training LanceDB - Personalizing Emailing via Vector Search training is carried out through:
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Discover the quick installation of LanceDB via pip, configure your first vector collections with HuggingFace embeddings, practice upserting customer data extracted from HubSpot, test KNN queries to match similar profiles, analyze results in real-time on concrete emailing cases, produce similarity reports for advanced segmentation, all while integrating CRM metadata for efficient hybrid filtering.
Dive into full-text vector queries to personalize newsletters, implement RAG pipelines with LanceDB connected to Salesforce, optimize performance via batching and sharding on large datasets, deploy automations for semantic lead scoring, evaluate impact on email open rates via practical exercises, generate deliverables like monitoring dashboards, apply everything to a final certifying CRM project with immediate feedback.
Target audience
CRM data analysts, emailing managers, digital marketers seeking to upskill in vector database basics to personalize campaigns
Prerequisites
Knowledge of Python, basics of SQL/NoSQL databases, notions of vector embeddings and CRM integration such as HubSpot
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