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Sanjay Annadate on Data Driven Digital Transformation
In this episode, Sanjay joins Frank for a deep dive into the heart of digital transformation and AI-powered automation. Here are some of the key takeaways:Digital Transformation Evolution: Sanjay reflects on his nearly three-decade journey witnessing the digital shift from infancy to the AI-driven present. He outlines the critical components of digital transformation, including cloud adoption and data prioritization, noting significant changes in business focus over recent years.Microsoft's Role: Sanjay provides insights into Microsoft's strategic investments in digital transformation technologies, emphasizing their pivotal role in influencing market trends and industry-specific capabilities.AI-Powered Enhancements: From the widespread adoption of Copilot to the burgeoning concept of agentic AI, Sanjay discusses how AI tools are not replacing but augmenting the productivity of data engineers, offering a glimpse into the future of business processes.Edge of Innovation: We explore how Microsoft Fabric and other technologies are simplifying complex architectures, allowing businesses to leverage multi-cloud strategies effectively, keeping them at the forefront of innovation.Real-Life Impact: Sanjay shares compelling examples, like reducing sales briefing preparation time from four days to two minutes, showcasing the transformative power of AI in real business scenarios.Whether you're a data engineer, business leader, or just someone fascinated by the data-driven world, this episode is packed with valuable insights.Moments00:00 Three Decades of Digital Transformation05:27 Microsoft's Digital Transformation Dominance09:37 Microsoft's Cloud Integration Advantage13:22 Red Hat AI's Open Source Approach15:33 Microsoft Fabric's Multi-Cloud Integration Strategy20:01 "Custom Solutions for Complex Queries"21:39 Content Creation Efficiency Unlocked26:38 Sales Role Dependency Reduction Tool30:06 Agentic AI and Workflow Transformation33:29 "Beyond Basic Automation"35:05 AI's Impact on Business Expansion39:58 Data-Driven Problem Solving Impact41:58 Reading Trends in Data Innovation
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Trevor Schulze on How CIO’s Can Drive AI Strategy
In this episode, Andy Leonard and Frank La Vigne are thrilled to be joined by Trevor Schulze, the Chief Information Officer at Alteryx. Trevor brings an unparalleled perspective on digital transformation, drawing from his impressive tenure at industry giants such as Micron, Cisco, and RingCentral.Time stamps00:00 "Data Driven: AI & CIO Insights"04:32 CIO's Role in AI Evolution06:50 CIO's Evolving Role with AI11:43 "Embracing Data Democratization"16:24 Democratizing Data Access19:33 "AI Investment and Optimization Cycle"20:55 AI Enhances Tool Configuration Guidance24:42 Breaking Free from Vendor Lock-In27:41 "Unleashing Shadow AI and Technical Debt"31:53 Digital Performance Essential for All Industries34:01 Data Privacy Concerns in AI Use37:30 AI Democratization Challenges for Enterprises42:15 AI Transforming Business Processes43:55 Data-Driven Career Journey47:13 "Building Trust in Data Analytics"52:34 Building Trust in Future Tech
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Lillian Pierson on Revolutionizing Growth Marketing with AI
Andy Leonard and Frank La Vigne delve into the exciting world of AI and growth marketing with the renowned Lillian Pierson. Lillian, a globally recognized AI growth strategist and author. She shares her unique journey from engineering to data science and her role as a fractional CMO. She provides deep insights into leveraging AI to revolutionize marketing and growth strategies, discusses breaking down the barriers in early data science, and explores the rise of agentic AI. This conversation is filled with valuable knowledge, humor, and a reality check on the evolving tech landscape. Tune in to explore how AI and data-driven approaches are transforming industries and why Data Driven is a top pick for AI enthusiasts.Moments00:00 "Interview with AI Expert Lillian Pearson"04:18 Earning a Professional Engineering License09:21 Evolution of Data Science Disciplines11:08 Career Pivot to Success14:01 Data Strategy and AI Insights19:19 Marketing's Role in Product Growth21:58 Customer Advocacy in Product Development26:16 Exploring AI for Content Automation28:28 OpenAI Trained on My Style30:51 Frank's Podcast Automation Expansion33:22 "Delegation vs. Self-Management Discussion"37:45 Decoupled, Resilient System Communication41:57 Clay-Powered Decision Tech Critique45:41 AI Is Essential in Business49:09 Debating with ChatGPT's Perspectives50:23 Google AI: Generative Podcast Tool56:11 Big Data Fallacies Explored
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Dean Guida on AI Insights, Data Analytics, and Business Growth
Today, we've got an exciting episode lined up for you. Hosts Frank La Vigne and Bailey dive deep into the tech universe with Dean Guida, the CEO and founder of Infragistics. Dean brings his 35-year journey and expansive experience in technology to the table, reminiscing about the early days of software development and his transition into the data-driven world.In this conversation, you'll hear about the evolution of Infragistics from building UI components for Windows to creating sophisticated data analytics and AI tools. Dean also shares insights from his new book, "When Grit is Not Enough," focusing on how entrepreneurs can foster agile, data-driven learning organizations. Whether you're a seasoned developer, a budding entrepreneur, or someone fascinated by the intersection of AI and data, this episode promises a wealth of knowledge and inspiration.Join us as we explore technology old and new, from the bygone era of Windows 3.0 to the cutting-edge capabilities of AI today. Plus, hear Dean's personal journey of navigating through various technological and economic shifts over the decades. Make sure to tune in for a discussion that bridges the past, present, and future of tech innovation!Show Notes00:00 35 Years of UI/UX Innovation06:35 "Simplicity, Beauty, and Conversational AI"15:29 Enhancing User Trust Through Transparency19:52 AI-Driven Learning and OKR Management26:20 Kids Reflecting Tech Evolution27:12 "AI in Future Work Environments"33:14 "Data-Driven Leadership and Team Alignment"38:44 Entrepreneurship Beyond Grinding48:19 Contextual Understanding in AI Assistants51:57 Overprotected Generation's Communication Challenges54:55 Generational Impact of Pandemics01:00:47 "Data-Driven Podcast: Ranked 38"
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Arjun Patel on Vector Databases and the Future of Semantic Search
Today, we delve into the intriguing world of vector databases, retrieval augmented generation, and a surprising twist—origami.Our special guest, Arjun Patel, a developer advocate at Pinecone, will be walking us through his mission to make vector databases and semantic search more accessible. Alongside his impressive technical expertise, Arjun is also a self-taught origami artist with a background in statistics from the University of Chicago. Together with co-host Frank La Vigne, we explore Arjun’s unique journey from making speech coaching accessible with AI at Speeko to detecting AI-generated content at Appen.In this episode, get ready to unravel the mysteries of natural language processing, understand the impact of the attention mechanism in transformers, and discover how AI can even assist in the art of paper folding. From discussing the nuances of RAG systems to sharing personal insights on learning and technology, we promise a session that’s both enlightening and entertaining. So sit back, relax, and get ready to fold your way into the fascinating layers of AI with Arjun Patel on Data Driven.Show Notes00:00 Arjun Patel: Bridging AI & Education04:39 Traditional NLP and Geometric Models08:40 Co-occurrence and Meaning in Text13:14 Masked Language Modeling Success16:50 Understanding Tokenization in AI Models18:12 "Understanding Large Language Models"22:43 Instruction-Following vs Few-Shot Learning26:43 "Rel AI: Open Source Data Tool"31:14 "Retrieval-Augmented Generation Explained"33:58 "Pinecone: Efficient Vector Database"37:31 "AI Found Me: Intern to Innovator"41:10 "Impact of Code Generation Models"45:25 Personalized Learning Path Technology46:57 Mathematical Complexity in Origami Design50:32 "Data, AI, and Origami Insights"
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Data Driven: the podcast where we explore the emerging field of Data Science. We bring the best minds in Data, Software Engineering, Machine Learning, and Artificial Intelligence right to you every Tuesday. The field of data science mashes up the worlds of statistics, database architecture and software engineering. Data Scientist has been labelled by the Harvard Business Review, as "the sexiest job of the 21st century." A quick search of job search sites reveal that this field is in high demand. In a world where Data is the new Oil, Data Science the new Refineries, consider this Car Talk for the Data Age. Every week we bring the best minds in this emerging field straight to you. Our goal is to educate and inspire our listeners so that they can be prepared to thrive in a Data Driven world.

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