EP. 252 Mastering Data Modeling in MongoDB: Insights from a Strategy Expert

The MongoDB Podcast

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תוכן מסופק על ידי MongoDB. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי MongoDB או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

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לפני שנה 11:35

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Join us for an insightful discussion with a MongoDB expert as we delve into the intricacies of data modeling and design reviews. With over a decade of experience, our guest shares valuable strategies for optimizing data models, avoiding common pitfalls, and ensuring successful implementations. Learn about the importance of aligning your data structure with application needs and discover practical design patterns that can enhance your MongoDB projects. Whether you're new to MongoDB or looking to refine your skills, this episode is packed with actionable insights to elevate your data modeling game.

266 פרקים

#Tech #MongoDB #Atlas #Bson #Database #Digital #Engineering #Innovation #Realm #Software #Softwaredevelopment #Technology #Podcasting Education #JSON #NoSQL

The MongoDB Podcast

EP. 252 Mastering Data Modeling in MongoDB: Insights from a Strategy Expert

The MongoDB Podcast

30 subscribers

published לפני שנה

שתפו

MP3•בית הפרקים

266 פרקים

#Tech #MongoDB #Atlas #Bson #Database #Digital #Engineering #Innovation #Realm #Software #Softwaredevelopment #Technology #Podcasting Education #JSON #NoSQL

Усі епізоди

The MongoDB Podcast

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EP.261 Building Next-Gen AI E-Commerce with Storecraft & MongoDB | Live Code Demo 1:00:22

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MongoDB staff developer advocate Jesse Hall teams up with Storecraft creator Tomer Shalev to dissect how this open-source commerce platform leverages MongoDB for scalable, AI-driven workflows. Watch them live-code integrations (vector search, dynamic pricing, email automation) and explore real-world use cases—from custom discount logic to OpenAI-powered product recommendations. Perfect for developers building modular, future-proof commerce solutions.…

The MongoDB Podcast

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EP.260 Vector Search Secrets Revealed! - AI-Powered Image Search with MongoDB - Live Demo 57:33

לפני 13 ימים57:33

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Ever wondered how companies like Amazon or Pinterest deliver lightning-fast image search? Dive into this episode of MongoDB Podcast Live with Shane McAllister and Nenad , a MongoDB Champion, as they unravel the magic of semantic image search powered by MongoDB Atlas Vector Search ! 🔍 What You’ll Learn : Why semantic search is a game-changer for AI-driven applications (spoiler: it’s all about meaning , not just keywords!). How to transform images into vectors (embeddings) and store them alongside your data —no clunky ETL pipelines required! A live demo showcasing real-time image search on a 40,000+ product dataset (spoiler #2: it’s blazing fast and shockingly simple to build!). Pro tips on choosing embedding models, optimizing indexes, and avoiding common pitfalls. Why MongoDB’s unified data model crushes traditional databases for AI/ML workloads. 👥 For Developers & Data Engineers : Whether you’re a JavaScript, AI enthusiast, or just tired of JOINs, this episode is your roadmap to building smarter, faster apps . Plus, learn why companies like Toyota and Verizon trust MongoDB for mission-critical AI workloads.…

The MongoDB Podcast

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EP. 259 AI-Powered Customer Insights: Boosting Lifetime Value with MongoDB & Generative AI 1:02:21

לפני 20 ימים1:02:21

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🔥 How can AI transform customer retention and drive revenue growth? In this episode of The MongoDB Podcast , join host Shane McAllister and Samir Agarwal , Chief Product Technology Officer at Agmeta, as they dive into the future of AI-driven customer insights. Discover how Agmeta leverages MongoDB Atlas Vector Search and cutting-edge AI tools to predict churn, personalize customer experiences, and unlock hidden value in customer interactions. 🔹 Key Takeaways: Why traditional customer surveys fail—and how AI extracts real-time insights from calls, chats, and transcripts. The role of sentiment analysis and vector search in identifying high-risk churn candidates. How generative AI creates actionable recommendations to retain customers and boost upsell opportunities. Real-world demo: See AI transform unstructured data into a visual dashboard for instant decision-making. Why MongoDB’s flexibility makes it the go-to database for AI/ML workflows. 🔹 Perfect For: Developers and data engineers building AI-powered customer solutions. Product leaders focused on retention, lifetime value, and reducing churn. Startups exploring AI/ML tools (shoutout to the MongoDB Startup Program !). 👉 Subscribe for more episodes on AI, databases, and scaling tech stacks! TAGS: #AI #CustomerInsights #MongoDB #AtlasVectorSearch #ReduceChurn #GenerativeAI #CustomerLifetimeValue, #SentimentAnalysis #StartupProgram #Agmeta…

The MongoDB Podcast

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EP. 258 Harnessing AI for Revenue Optimization: The Mops AI Journey with MongoDB 1:07:32

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Welcome to MongoDB Podcast with host Shay McAlister! In this engaging episode, we dive into the transformative realm of AI in revenue operations, featuring our special guest, Fabio, Senior Software Development Engineer at MongoDB. Discover how AI is revolutionizing rev ops through Mops AI, a tool born from innovative hackathons. Fabio shares insights on leveraging MongoDB's own tools and advanced technologies like OpenAI and Atlas Vector Search to optimize tedious processes and enhance data utilization. Perfect for developers, AI enthusiasts, and tech innovators, this episode offers deep dives into practical AI applications, internal tool creation, and the future of generative AI in optimizing business processes. Tune in for a compelling look at how AI-powered innovation is shaping the way we handle data and drive revenue!…

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לפני 6 weeks1:06:07

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EP. 256 Wrapping Up Local London: Key Takeaways and Future Insights from MongoDB 9:29

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EP. 255 Transforming the Insurance Industry with MongoDB: Insights on AI and Data Modernization 10:46

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EP. 254 Enhancing Developer Experience with Atlas CLI and Docker Support 11:24

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In this episode, we explore the exciting advancements in MongoDB's Atlas CLI and Docker support with a leading expert in developer tools. Discover how these features streamline local development, enabling faster feedback loops and efficient testing environments. Learn about the integration with existing Docker tools, the benefits of running MongoDB locally, and the future enhancements on the horizon. Whether you're a developer looking to optimize your workflow or just curious about the latest in MongoDB, this episode is packed with valuable insights to elevate your development experience.…

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EP. 253 Understanding Queryable Encryption: Enhancing Data Security in MongoDB 10:56

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