DataTopics Unplugged: All Things Data, AI & Tech cover image

DataTopics Unplugged: All Things Data, AI & Tech

Latest episodes

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Dec 19, 2024 • 28min

#72 Mastering Communication in the Workplace – Rootsconf Recap (Part 2)

Bram DeCoster, a data professional at EasyFairs, shares his transformative journey through the lens of charisma, inspired by "The Charisma Myth". He dives into the essential elements of effective communication: presence, power, and warmth. Bram offers actionable strategies to overcome public speaking anxiety and build authentic connections with audiences. Discover tips for engaging your listeners, managing nerves, and how to cultivate charisma as a vital skill in the tech-driven workplace.
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Dec 12, 2024 • 35min

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

Send us a textWelcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.This week, we’re bringing you a special episode straight from RootsConf, our annual internal knowledge-sharing extravaganza! Hosts Murilo and Bart sit down with Tim and Ben, data strategy experts, for a lively chat about the state of generative AI as it transitions from a buzzword to a business tool.Highlights from this episode:Generative AI adoption: Are companies finally moving beyond pilot purgatory?The environmental cost of AI: Can emerging techniques reduce its heavy energy footprint?Bridging the knowledge gap: What’s missing for widespread AI adoption in organizations?Future trends: How generative AI might reshape personalization and business processes in 2025.Plus, we dive into the Gartner Hype Cycle and its relevance in understanding AI’s journey from innovation to disillusionment and beyond.Get ready to dive deep into AI’s evolving role and its impact on industries, sustainability, and society. Hit play and join the discussion!
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Dec 5, 2024 • 1h 53min

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

Yannick van der Capelle joins to discuss the evolution of AI, reflecting on 2024's shift from hype to practical tools like GenAI. He dives into the challenges of real-time data processing and the importance of human oversight in AI-driven tasks. The conversation covers ethical considerations, including compliance with the EU AI Act, as well as advancements in developer tools like Copilot. With insights on the role of lake houses in data engineering and predictions for 2025, this chat is packed with valuable tech explorations.
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Nov 21, 2024 • 1h 5min

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

Send us a textWelcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.In this episode, we’re joined by a special guest: Alex Gallego, founder and CEO of Red Panda. Together, we dive deep into building data-intensive applications, the evolution of streaming technologies, and balancing high throughput and low latency demands. Key topics covered:What is Red Panda and why it matters: Red Panda’s mission to redefine data streaming while being the fastest Kafka-compatible option on the market.Batch vs. streaming data: An accessible guide to understanding the classic debate and how the tech landscape is shifting towards unified data frameworks.Scaling at speed: The challenges and innovations driving Red Panda’s performance optimizations, from zero-copy architecture to storage engines.AI, ML, and streaming data integration: How Red Panda empowers real-time machine learning and AI-powered workloads with ease.Open source vs. enterprise models: Navigating licensing challenges and balancing business goals in the hybrid cloud era.Leadership and career shifts: Alex’s reflections on moving from technical lead to CEO, blending engineering know-how with company vision.
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Nov 14, 2024 • 1h 33min

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

Send us a textWelcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.Dive into conversations that should flow as smoothly as your morning coffee (but don’t), where industry insights meet laid-back banter. Whether you’re a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let’s get into the heart of data, unplugged style!In this episode, we are joined by special guest Nico for a lively and wide-ranging tech chat. Grab your headphones and prepare for:Strava’s ‘Athlete Intelligence’ feature: A humorous dive into how workout apps are getting smarter—and a little sassier.Frontend frameworks: HTMX is a tough choice: A candid discussion on using React versus emerging alternatives like HTMX and when to keep things lightweight.Octoverse 2024 trends and language wars: Python takes the lead over JavaScript as the top GitHub language, and we dissect why Go, TypeScript, and Rust are getting love too.GenAI meets Minecraft: Imagine procedurally generated worlds and dreamlike coherence breaks—Minecraft-style. How GenAI could redefine gameplay narratives and NPC behavior.OpenAI’s O1 model leak: Insights on the recent leak, what’s new, and its implications for the future of AI.Tiger Beetle’s transactional databases and testing tales: Nico walks us through Tiger Style, deterministic simulation testing, and why it’s a game changer for distributed databases.Automated testing for LLMOps: A quick overview of automated testing for large language models and its role in modern AI workflows.DeepLearning.ai’s short courses: Quick, impactful learning to level up your AI skills.
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Nov 7, 2024 • 1h 10min

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

Send us a textWelcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged  is your go-to spot for relaxed discussions around tech, news, data, and society.Dive into conversations that should flow as smoothly as your morning coffee (but don't), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!In this episode, we cover:ChatGPT Search: Exploring OpenAI's new web-browsing capability, and how it transforms everything from everyday searches to complex problem-solving.ChatGPT is a Good Rubber Duck: Discover how ChatGPT makes for an excellent companion for debugging and brainstorming, offering more than a few laughs along the way.What’s New in Python 3.13: From the new free-threaded mode to the just-in-time (JIT) compiler, we break down the major (and some lesser-known) changes, with additional context from this breakdown and Reddit insights.UV is Fast on its Feet: How the development of new tools impacts the Python packaging ecosystem, with a side discussion on Poetry and the complexities of Python lockfiles.Meta’s Llama Training Takes Center Stage: Meta ramps up its AI game, pouring vast resources into training the Llama model. We ponder the long-term impact and their ambitions in the AI space.OpenAI’s Swarm: A new experimental framework for multi-agent orchestration, enabling AI agents to collaborate and complete tasks—what it means for the future of AI interactions.PGrag for Retrieval-Augmented Generation (RAG): We explore Neon's integration for building end-to-end RAG pipelines directly in Postgres, bridging vector databases, text embedding, and more.OSI’s Open Source AI License: The Open Source Initiative releases an AI-specific license to bring much-needed clarity and standards to open-source models.We also venture into generative AI, the future of AR (including Apple Vision and potential contact lenses), and a brief look at V0 by Vercel, a tool that auto-generates web components with AI prompts.
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Oct 31, 2024 • 60min

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

Send us a textWelcome to Datatopics Unplugged, where the tech world’s buzz meets laid-back banter. In each episode, we dive into the latest in AI, data science, and technology—perfect for your inner geek or curious mind. Pull up a seat, tune in, and join us for insights, laughs, and the occasional hot take on the digital world.In this episode, we are joined by Vitale to discuss: Meta’s video generation breakthrough: Explore Meta’s new “MovieGen” model family that generates hyper-realistic, 16-second video clips with reflections, consistent spatial details, and multi-frame coherence. Also discussed: Sora, a sneak peek at Meta’s open-source possibilities.For a look back, check out this classic AI-generated video of Will Smith eating spaghetti.Anthropic’s Claude 3.5 updates: Meet Claude 3.5 and its “computer use” feature, letting it navigate your screen for you.Easily fine-tune & train LLMs, faster with Unsloth: Discover tools that simplify model fine-tuning and deployment, making it easier for small-scale developers to harness AI’s power. Don’t miss Gerganov’s GitHub contributions in this space, too.Deno 2.0 release hype: With a splashy promo video, Deno’s JavaScript runtime enters the scene as a streamlined, secure alternative to Node.js.
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Oct 25, 2024 • 1h 4min

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

Angelica Lo Duca, a renowned professor and author in data science, shares her journey from programming to teaching data storytelling. She explains the unique role of narrative in data analysis versus traditional reports. The conversation highlights her book on data storytelling with Altair and the impact of generative AI on the field. Angelica also discusses the DIKW pyramid, illustrating how to transform raw data into actionable insights. Listeners gain valuable tips on effective visualization and the necessity of adapting stories for diverse audiences.
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Oct 17, 2024 • 1h 6min

#64 Python WTF moments, Rust rants & Quantum flops

Send us a textWelcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.Dive into conversations that flow as smoothly as your morning coffee, where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style!In today's episode:Remote work and hybrid challenges: Insights from the IMF on remote productivity, plus the challenges of work-life balance and Amazon’s office return with other companies' strategies for bringing employees back to the office.The fall of Zapata AI: A look at the shutdown of Zapata AI and the struggles in building successful quantum computing ventures.WTF Python: Exploring Python’s type hints, overloads, and those confusing "WTF" moments. Check out WTFPython.Data profiling tools: A dive into YData Profiling and Sweetviz for detailed data analysis.GifCities and personal websites: Reflecting on the fall of GifCities, the retro GIF hub, and discussing Murilo’s blog journey.Rust’s complexity debate: Discussing the blog post My Negative Views on Rust and whether Rust is too complex or simply misunderstood..io domain controversy: Examining the future of the .io domain as the British Indian Ocean Territory transfers sovereignty. Read more on Every.to and MIT Technology Review.Ducks or AI? A fun challenge to distinguish real ducks from AI-generated ones in the Duck Imposter Game.Adobe's AI video generator: A discussion on Adobe Firefly’s AI-powered video generator and its potential impact on content creation.
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Oct 8, 2024 • 58min

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

Send us a textWelcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. DataTopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society.In this special one-year anniversary episode, we reminisce about our journey and dive into some intriguing tech stories:WordPress Governance Drama: We discuss recent issues with WordPress. Find out what’s behind the Automattic and WP Engine tension.Astral’s Business Model: Charlie Marsh shares insights into how Astral plans to balance open-source ideals with profitability.Deno 2.0 Release: Deno 2.0 claims to be a “Cargo for JavaScript.” Check out its new features and see how it compares to Node.js.OpenAI’s Soaring Valuation: OpenAI has hit a staggering $150 billion valuation after raising $6.5 billion in new funding.Adobe’s GenAI Policy: Adobe clarified their stance on GenAI, ensuring Firefly is only trained on stock images to support creators.Instructor Library for LLMs: Discover the Instructor library for turning unstructured data into structured outputs with ease.Repo2txt Tool: Convert your GitHub repo into a single text file using Repo2txt for easy analysis.Retro PC Fonts Galore: Explore a treasure trove of vintage fonts with the Ultimate Old-School PC Font Pack.Bop Spotter – Cultural Surveillance: Bop Spotter uses Shazam to capture the music trends and cultural vibes of San Francisco’s Mission District.

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