DataFramed
DataCamp
Welcome to DataFramed, a weekly podcast exploring how artificial intelligence and data are changing the world around us. On this show, we invite data & AI leaders at the forefront of the data revolution to share their insights and experiences into how they lead the charge in this era of AI. Whether you're a beginner looking to gain insights into a career in data & AI, a practitioner needing to stay up-to-date on the latest tools and trends, or a leader looking to transform how your organization uses data & AI, there's something here for everyone.
Join co-hosts Adel Nehme and Richie Cotton as they delve into the stories and ideas that are shaping the future of data. Subscribe to the show and tune in to the latest episode on the feed below.
Join co-hosts Adel Nehme and Richie Cotton as they delve into the stories and ideas that are shaping the future of data. Subscribe to the show and tune in to the latest episode on the feed below.
Episodes
Mentioned books
26 snips
Aug 4, 2025 • 51min
#313 Developing Better Predictive Models with Graph Transformers with Jure Leskovec, Pioneer of Graph Transformers, Professor at Stanford
Jure Leskovec, a Professor at Stanford and expert in Graph Transformers, discusses revolutionary AI advancements in predictive modeling. He highlights how graph transformers can simplify complex data relationships, drastically reduce model training time, and improve predictive accuracy. Leskovec shares insights on transforming relational databases into graph structures and how pre-trained models are democratizing machine learning for non-experts. His vision suggests that these innovations may transform data scientists' roles, shifting their focus from data prep to impactful business decisions.
19 snips
Jul 28, 2025 • 49min
#312 Can we Create an AI Doctor? with Aldo Faisal, Professor in AI & Neuroscience at Imperial College
Aldo Faisal, Chair in AI & Neuroscience at Imperial College, dives into the groundbreaking potential of AI in revolutionizing healthcare. He discusses the evolution of AI from basic diagnostics to advanced systems capable of analyzing diverse medical data. Key topics include the integration of multimodal AI, balancing patient privacy with data utilization, and the ethical implications of AI-assisted decision-making. Faisal also explores the role of AI in improving diagnostic accuracy and enhancing patient care while highlighting the need for human oversight in medical applications.
33 snips
Jul 21, 2025 • 57min
#311 The Human Element of AI-Driven Transformation with Steve Lucas, CEO at Boomi
Steve Lucas, CEO of Boomi and author of the bestseller Digital Impact, shares his deep insights on the evolving relationship between humans and AI in the workplace. He discusses how organizations can harness AI to automate up to 80% of processes while emphasizing the importance of human oversight. The conversation highlights the need for a strategic tech stack aligned with business goals and the challenges of integrating AI into traditional workflows. Lucas advocates for a human-centric approach to ensure productivity without overwhelming users.
96 snips
Jul 14, 2025 • 47min
#310 The State of BI in 2025 with Howard Dresner, Godfather of BI
Howard Dresner, the 'Godfather of Business Intelligence,' founded Dresner Advisory Services and coined the term 'Business Intelligence' in 1989. He discusses the critical gap in BI access, noting that many employees lack data-driven insights. Dresner highlights the balance between leveraging innovative tools like generative AI and maintaining robust data governance. He also sheds light on the importance of consistent business metrics and the endurance of desktop software like Excel in a cloud-centric world as organizations strive to become 'data athletes'.
42 snips
Jul 8, 2025 • 1h 17min
#309 What Science Fiction Can Tell Us About the Future of AI with Ken Liu, Sci-Fi Author
Ken Liu, a celebrated American author known for his speculative fiction, dives deep into the future of AI and creativity. He discusses how AI is not just mimicking humans but actively reshaping our relationships and artistry. Liu explores the tensions between technology and human connection, debating whether AI should accelerate our progress or slow it down. He argues that true innovation comes from co-creation with machines, urging for narratives that reflect diverse human experiences in this evolving landscape.
54 snips
Jul 3, 2025 • 53min
Industry Roundup #5: AI Agents Hype vs. Reality, Meta’s $15B Stake in Scale AI, and the First Fully AI-Generated NBA Ad
Dive into the intriguing world of AI as the discussion unpacks the hype versus reality of AI agents in business. Explore Meta's bold $15 billion investment in Scale AI and Apple's potential $20 billion move for Perplexity amidst their AI struggles. Witness the revolutionary moment of the first fully AI-generated NBA ad and its implications for creativity. The podcast also debates the necessity of AI literacy in education and the challenges of integrating advanced AI into traditional research methodologies.
57 snips
Jun 30, 2025 • 52min
#308 A Framework for GenAI App and Agent Development with Jerry Liu, CEO at LlamaIndex
Jerry Liu, CEO and Co-founder of LlamaIndex, dives deep into the challenges and advancements in AI agents for automating document workflows. He discusses the balance between general reasoning and specific business tasks, highlighting the need for robust architecture and data management. Listeners will learn about the evolution of the LlamaIndex framework, strategies for simplifying AI interactions, and the importance of transparency in AI operations. Liu also shares insights on essential skills organizations need to cultivate for effective AI development.
34 snips
Jun 23, 2025 • 48min
#307 Human Guardrails in Generative AI with Wendy Gonzalez & Duncan Curtis, CEO & SVP of Gen AI at Sama
Wendy Gonzalez, CEO of Sama, and Duncan Curtis, SVP of Generative AI at Sama, discuss the pivotal role of quality data in unleashing the true potential of AI. They highlight the need for specialized data to enhance AI performance across various sectors, detailing methods like data enrichment and model distillation. The duo emphasizes the importance of human oversight in AI systems, balancing automation with contextual awareness. Furthermore, they explore their commitment to social impact through AI, empowering underserved communities, and emphasizing ethical practices in tech.
41 snips
Jun 16, 2025 • 1h 2min
#306 The Next Generation of Business Intelligence with Colin Zima, CEO at Omni
Colin Zima, CEO of Omni and former Chief Analytics Officer at Looker, discusses the evolution of business intelligence. He explores how modern BI tools must adapt to fluid data schemas and varying analysis needs. Colin emphasizes the importance of semantic layers for AI integration and challenges of navigating SQL complexity. He also highlights the shift from spreadsheets to BI tools, curating effective dashboards, and the role of language in data interpretation. The conversation reveals the need for flexibility and governance in today’s data landscape.
133 snips
Jun 9, 2025 • 43min
#305 RAG 2.0 and The New Era of RAG Agents with Douwe Kiela, CEO at Contextual AI, Adjunct Professor at Stanford University, Inventor of RAG
Douwe Kiela, CEO at Contextual AI and Stanford Adjunct Professor, delves into the evolution of Retrieval Augmented Generation (RAG). He debunks myths about RAG's decline, asserting its relevance in AI. The conversation highlights the integration of vector databases with large language models for high-stakes accuracy. Kiela also emphasizes the need for sophisticated RAG systems and the role of feedback loops in enhancing model performance. With AI agents on the rise, he explores their potential for dynamic reasoning, paving the way for innovative applications in various industries.
