התחל במצב לא מקוון עם האפליקציה Player FM !
פודקאסטים ששווה להאזין
בחסות


Edge AI
Manage episode 376314507 series 3332503
Datatopics is a podcast presented by Kevin Missoorten to talk about the fuzzy and misunderstood concepts in the world of data, analytics, and AI and get to the bottom of things.
In this episode, together with expert guests Jeroen, Guillaume and our own Murilo, we dive deep into the fascinating world of Edge AI. Where “traditional” AI models can be accessed remotely they often run centrally on a cloud instance, but what do you do when you need an immediate response, or when you don’t want the data to be sent or don’t always have connection? In that case you can use ‘smaller’ models deployed on a device, this is called Edge AI. Edge AI can bring many benefits but there are still some challenges as well.
Tune in to DataTopics to hear our take on Edge AI, what business value it can bring, where it is today and where we see it evolve to next!
Datatopics is brought to you by Dataroots
- Music: The Gentlemen - DivKid
- The thumbnail is generated by Midjourney
85 פרקים
Manage episode 376314507 series 3332503
Datatopics is a podcast presented by Kevin Missoorten to talk about the fuzzy and misunderstood concepts in the world of data, analytics, and AI and get to the bottom of things.
In this episode, together with expert guests Jeroen, Guillaume and our own Murilo, we dive deep into the fascinating world of Edge AI. Where “traditional” AI models can be accessed remotely they often run centrally on a cloud instance, but what do you do when you need an immediate response, or when you don’t want the data to be sent or don’t always have connection? In that case you can use ‘smaller’ models deployed on a device, this is called Edge AI. Edge AI can bring many benefits but there are still some challenges as well.
Tune in to DataTopics to hear our take on Edge AI, what business value it can bring, where it is today and where we see it evolve to next!
Datatopics is brought to you by Dataroots
- Music: The Gentlemen - DivKid
- The thumbnail is generated by Midjourney
85 פרקים
همه قسمت ها
×
1 #85 From CDO to author: Jackie Janssen on the evolution of AI and implications for business and society 36:54

1 #84 Let’s Get Meta: Why the Metadata You Ignore Might Be Costing You - with Special Guest Corentin 1:01:01

1 #83 Who’s Minding the Metadata? Why Data Quality Matters in GenAI (Quality Time With Paolo) 50:49

1 #82 AI Cracked a Decades-Old Science Problem & Europe’s Push for Digital Sovereignty, The Secret Behind MCP, and The Cloud Hack That Slashes Costs By 62%. 1:21:02

1 #81 AI Code Assistants: The Good, The Bad & The Overhyped, plus Python’s UV Glow-Up & Postman’s Existential Crisis 1:12:52

1 #80 AI Agents Run Wild, DeepSeek Breaks Records, Polars Cloud Expands, and Perplexity Reinvents Search 1:07:27

1 #79 The $6 AI Model? France’s $85B Bet, DeepSeek's Censorship & The Python Upgrades You Need 1:07:42

1 #78 The AI Act Lands, Meta Pauses, OpenAI Complains & DeepSeek Rises 44:36

1 #77 DeepSeek R1: The ‘Open’ AI That’s Shaking Up OpenAI - Plus OpenAI’s Operator, Stargate, ByteDance, & more 1:15:38

1 #76 AI at what cost? Environmental toll, Trump vs AI regulation, creative impact, & poisoned text for AI scrapers. 1:01:44

1 #75 Developer Productivity in 2025: AI Replaces Engineers, Biden’s AI Chip Regulations, UV’s Killer Feature, and Doom in a PDF 1:14:17

1 #74 Hello 2025! OpenAI’s O3, Deep Seek V3, Bolt.new and Doom Goes Artsy 1:09:35

1 #73 LLM Hunger Games: The Ultimate Showdown - Rootsconf recap (Part 3) 32:09

1 #72 Mastering Communication in the Workplace – Rootsconf Recap (Part 2) 27:59

1 #71 Navigating GenAI: How Organizations Must Adapt to Paradigm Shifts – Rootsconf Recap (part 1) 35:20

1 #70 What's Next for AI? A Recap of 2024 and Predictions for 2025 1:52:52

1 #69 From Engineer to CEO: Alex Gallego on Building Red Panda 1:04:44

1 #68 GenAI meets Minecraft, OpenAI’s O1 Leak, Strava’s AI Moves, HTMX vs. React & Octoverse Trends 1:33:06

1 #67 The AI Race: ChatGPT's New Web Search, Meta’s Llama AI Scaling Efforts & Python 3.13's Upgrades 1:09:54

1 #66 From Will Smith to Meta's MovieGen: How AI Video Got Real. Plus Claude 3.5’s “Computer Use” & Open Source Tools 59:34

1 #65 The Art of Data Storytelling: A Deep Dive with Angelica Lo Duca 1:04:20

1 #64 Python WTF moments, Rust rants & Quantum flops 1:06:05

1 #63 What’s Next for Open Source? Astral’s business model, WordPress, Deno 2.0 & One Year of DataTopics! 57:31

1 #62 The End of Pandas, Rise of Ibis: AI, Function Calling, & Python’s New Tools 1:13:44

1 #61 AI is Officially Smarter Than Humans: First Look at OpenAI O1 'Strawberry' 1:24:33

1 #60 AI and the Paris 2024 Olympics: From Tech to Yusuf Dikec Memes 47:49

1 #59 Did AI Accurately Predict the Euro 2024 Winners? (Part 2) 1:13:25

1 #58 Maximizing Productivity: Bookmarklets, Q Command-Line, RouteLLM, and DuckDB Extensions 46:37

1 #57 Can the Music Industry Win the Battle Against AI? 1:23:18

1 #56 What Skills Do You Need to Become an AI Engineer? & Tech Updates: Claude 3.5, Safe Superintelligence Inc. & more 51:39

1 #55 Can AI Predict Euro 2024 Winners? 59:37

1 #54 Is Apple Intelligence...Intelligent? & More: $10K "ChatGPT" Error, Adobe's AI Policy & Open-Source Insights 1:08:36

1 #53 Can AI Replace Human Creativity? & Latest Tech Updates (Meta, Klarna GenAI, Apple-OpenAI Partnership & More) 1:21:52

1 #52 Can AI-Generated Voices Fool Us? Insights from 'De Mol' TV Show 1:19:22

1 #51 Is Data Science a Lonely Profession? 1:22:22

1 #50 Where Will GPT-4o Take Us? Exploring AI's Future & Latest Updates (Claude 3, Stack Overflow & OpenAI deal and more) 1:12:18

1 #49 How Will the EU AI Act Affect the Future of AI? 1:02:15

1 #48 How Can We Define DevRel in the Tech World? Tech Insights with Mehdi Ouazza 1:20:47

1 #47 MLFlow, Llama 3 Unleashed, and the OpenTofu vs. Terraform Drama 1:03:16

1 #46 Debunking Devon, Exploring RAG Frameworks, and Tech for a Better World 1:12:32

1 #45 Tech Check: Amazon's AI, Rust vs. Go vs. C++ and the Intricacies of AI in Coding 1:01:28

1 #44 Unpacking Open Source: A Look at GX, Monetization, Ruff's Controversy, the xz Hack & more 1:14:12

1 #43 The Privacy Paradox - The Tug of War Between Data Privacy and Safety 58:25

1 #42 Unraveling the Fabric of Data: Microsoft's Ecosystem and Beyond 1:27:32

1 #41 Regulations and Revelations: Rust Safety, ChatGPT Secrets, and Data Contracts 1:28:10

1 #40 Code, Comedy, and Creativity: Navigating the Digital Data Tapestry 1:21:37

1 #39 Microsoft, Musk, and Extremely Fast Image Gen using SDXL Lightning 1:11:52

1 #38 Open Source AI, SQL Dialects, and New Terminals 1:23:46

1 #37 Text2Video with Sora and Blazing-Fast Python Packaging 1:15:26

1 #36 Altman's Chips, Mojo Gets Fast and TUIs 1:13:44

1 #35 Mamba to Challenge the Transformer Architecture? 54:37

1 #34 Thoughts on Sports, Data & AI 59:26

1 #33 Everything is Technical Debt 51:27

1 #32 NY Times sues OpenAI and Rabbit R1s LAM Device 58:51

1 Insights from RootsConf: AI's Socio-Historical Impact & BI Advancements (pt 2/2) 41:43

1 DataTopics: Data Roles & MistralAI 1:46:17

1 Insights from RootsConf: Voice Cloning, Data Solutions & Dashboards (pt 1/2) 55:08

1 LLM Updates and Sports Illustrated's Authorial Escapades 1:16:23

1 An (Almost) Cyber Week Deal of the Century & Data-Driven Basketball 1:14:47

1 Data Quality, Contracts and 100 Year Old Hares 1:32:15


1 “Typography will be the death of me” 47:06






1 Collaborative Data Ecosystems - Collaborative Intelligence 37:32


1 Collaborative Data Ecosystems - The data side 46:00




1 Airbyte: Open-source data pipeline platform 34:59











ברוכים הבאים אל Player FM!
Player FM סורק את האינטרנט עבור פודקאסטים באיכות גבוהה בשבילכם כדי שתהנו מהם כרגע. זה יישום הפודקאסט הטוב ביותר והוא עובד על אנדרואיד, iPhone ואינטרנט. הירשמו לסנכרון מנויים במכשירים שונים.