Data Science at Home

By: Francesco Gadaleta
  • Summary

  • Technology, AI, machine learning and algorithms. Come join the discussion on Discord! https://discord.gg/4UNKGf3
    Copyright 2024 datascienceathome.com All rights reserved.
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Episodes
  • Scaling Smart: AI, Data, and Building Future-Ready Enterprises with Josh Miramant (Ep. 276)
    Dec 23 2024

    In this episode, we dive into the transformative world of AI, data analytics, and cloud infrastructure with Josh Miramant, CEO of Blue Orange Digital. As a seasoned entrepreneur with over $25 million raised across ventures and two successful exits, Josh shares invaluable insights on scaling data-driven businesses, integrating machine learning frameworks, and navigating the rapidly evolving landscape of cloud data architecture. From generative AI to large language models, Josh explores cutting-edge trends shaping financial services, real estate, and consumer goods.

    Tune in for a masterclass in leveraging data for impact and innovation!

    Links

    https://blueorange.digital/

    https://blueorange.digital/blog/a-data-intelligence-platform-what-is-it/

    https://blueorange.digital/blog/ai-makes-bi-tools-accessible-to-anyone/

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    49 mins
  • Autonomous Weapons and AI Warfare (Ep. 275)
    Dec 16 2024

    Here’s the updated text with links to the websites included:

    AI is revolutionizing the military with autonomous drones, surveillance tech, and decision-making systems. But could these innovations spark the next global conflict? In this episode of Data Science at Home, we expose the cutting-edge tech reshaping defense—and the chilling ethical questions that follow. Don’t miss this deep dive into the AI arms race!

    🎧 LISTEN / SUBSCRIBE TO THE PODCAST

    • Apple Podcasts
    • Podbean Podcasts
    • Player FM

    Chapters 00:00 - Intro 01:54 - Autonomous Vehicles 03:11 - Surveillance And Reconnaissance 04:15 - Predictive Analysis 05:57 - Decision Support System 08:24 - Real World Examples 10:42 - Ethical And Strategic Considerations 12:25 - International Regulation 13:21 - Conclusion 14:50 - Outro

    ✨ Connect with us!

    🎥Youtube: https://www.youtube.com/@DataScienceatHome 📩 Newsletter: https://datascienceathome.substack.com 🎙 Podcast: Available on Spotify, Apple Podcasts, and more. 🐦 Twitter: @DataScienceAtHome 📘 LinkedIn: Francesco Gad 📷 Instagram: https://www.instagram.com/datascienceathome/ 📘 Facebook: https://www.facebook.com/datascienceAH 💼 LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast 💬 Discord Channel: https://discord.gg/4UNKGf3

    NEW TO DATA SCIENCE AT HOME? Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at https://datascienceathome.com.

    📫 SEND US MAIL! We love hearing from you! Send us mail at: hello@datascienceathome.com

    Don’t forget to like, subscribe, and hit the 🔔 for updates on the latest in AI and data science!

    #DataScienceAtHome #ArtificialIntelligence #AI #MilitaryTechnology #AutonomousDrones #SurveillanceTech #AIArmsRace #DataScience #DefenseInnovation #EthicsInAI #GlobalConflict #PredictiveAnalysis #AIInWarfare #TechnologyAndEthics #AIRevolution #MachineLearning

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    18 mins
  • 8 Proven Strategies to Scale Your AI Systems Like OpenAI! 🚀 (Ep. 274)
    Dec 13 2024

    In this episode of Data Science at Home, we’re diving deep into the powerful strategies that top AI companies, like OpenAI, use to scale their systems to handle millions of requests every minute! From stateless services and caching to the secrets of async processing, discover 8 essential strategies to make your AI and machine learning systems unstoppable. Whether you're working with traditional ML models or large LLMs, these techniques will transform your infrastructure. Hit play to learn how the pros do it and apply it to your own projects!

    LISTEN / SUBSCRIBE TO THE PODCAST

    YouTube: https://www.youtube.com/@DataScienceatHome

    Apple Podcasts: https://podcasts.apple.com/us/podcast/data-science-at-home/id1069871378

    Podbean Podcasts: https://datascienceathome.podbean.com/

    Player Fm: https://player.fm/series/data-science-at-home-2600992

    Chapters

    00:00 Intro

    00:34 Scalability Strategies

    01:08 Stateless Services

    02:47 Horizontal Scaling

    04:51 Load Balancing

    06:14 Auto Scaling

    07:41 Caching

    09:27 Database Replication

    11:07 Database Sharding

    12:54 Async Processing

    14:50 Infographics

    RESOURCES & LINKS

    Data Science at home: https://datascienceathome.com

    Amethix Technologies: https://amethix.com

    CONNECT WITH US!

    Instagram: https://www.instagram.com/datascienceathome/

    Twitter: @datascienceathome

    Facebook: https://www.facebook.com/datascienceAH

    LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast

    Discord Channel: https://discord.gg/4UNKGf3

    NEW TO DATA SCIENCE AT HOME?

    Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at https://datascienceathome.com

    SEND US MAIL!

    We love hearing from you! Send us mail at: hello@datascienceathome.com

    Show more Show less
    17 mins

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