Data Science With Sam

EP 21: AI Transformation: Beyond the Hype

Most companies are getting AI transformation spectacularly wrong. In this eye-opening episode, we sit down with data and AI thought leader Nan Li to uncover why adoption—not technology—remains the #1 barrier to AI success.Forget the buzzwords and empty promises. This is a no-nonsense conversation about what actually works in AI transformation. Nan challenges the conventional wisdom, revealing why starting with "Can we build it?" is the wrong question and sharing the practical framework that successful organizations use instead.What You'll Learn:Why the "tech-first" approach is killing AI initiativesWhat "AI-ready data" actually looks like in messy business realityThe 4 levels of AI literacy every organization needs to understandHow to balance innovation speed with responsible AI practicesThe "WOULD WE?" framework for building winning business casesPractical build vs. buy decision-making strategiesWhether you're a C-suite executive, middle manager, or frontline worker, this episode delivers actionable insights for navigating AI transformation successfully. No hype, just proven strategies from someone who's been in the trenches.Perfect for: Business leaders, data professionals, AI practitioners, and anyone responsible for driving digital transformation in their organization.

EP 20: Understanding AI Agents: From Basics to Future Potential

In this episode, the guest breaks down the fundamentals of AI agents in an accessible way for non-technical audiences. From understanding what makes AI agents different from traditional AI systems to exploring their potential future applications, this episode offers a comprehensive introduction to this cutting-edge technology.

EP 19: Navigating the Future of Workplace Health and Benefits with AI

AI has evolved from being just a buzzword to becoming an integral part of our workplace wellness programs. But with great power comes great responsibility, and that's exactly what was unpacked in this episode. This episode features an esteemed guest from the healthcare sector who shared her perspectives on how AI has become influential in determining optimized health benefits in the workplace and how employers can strike a balance between AI innovation, employee data privacy, and other sensitive factors.

EP 18: Insurance Transformed: An Actuary’s take on AI

Is the rising popularity of AI impacting the insurance business or its fundamental practices?Listen to this special episode covering an actuary's unique perspective on how AI may or may not impact core insurance businesses and actuarial practices. The discussion touches upon how the insurance industry can balance the benefits of AI-driven precision with the need for fairness and regulatory compliance, improving data wrangling and processing steps prior to actuarial model building exercises, and how AI can influence overall risk assessment practices in a positive way.

EP 17: AI’s Impact on Creativity: A Consumer’s Perspective

This inspiring episode featuring an AI evangelist who's embracing the AI revolution in remarkable ways. From crafting custom Toastmasters songs to enhancing alumni club communications, our guest shares their journey of discovering generative AI tools in enhancing his creative content creation work. By listening to this episode, you will learn how Practical applications of ChatGPT, Suno AI, and DALL-E in community organizations is transforming creative workflows, especially in public speaking and community engagement. Perfect for retirees, creative enthusiasts, and anyone curious about practical AI applications in everyday life.

EP 16: Data Decoded: Navigating the AI Revolution

Dive deep into the transformative world of AI and data analytics with "Data Decoded: Navigating the AI Revolution". In this informative episode, the guest Vishal unravels the complex landscape of AI/ML driven by data which are reshaping businesses, careers, and technology. From practical integration strategies to emerging trends and critical challenges, this podcast offers an insider's perspective on the AI revolution that's changing everything we know about data.

EP 15: Unveiling Data Scientist’s role in the Generative AI era

Generative AI has taken technology world by storm since the inception of ChatGPT in late 2022. As we keep progressing towards a world that will continuously get benefitted by this new technical advent, it's imperative to understand how data scientist, a title which was identified as "The sexiest job in the 21st century" role will get evolve further in upcoming years. This podcast tried to shed some lights on that by initiating a thought-provoking discussion between the guest Marina Polupanova, Principle Data Scientist at Bell Labs and the host Sam.

EP 14: What is Observability?

This episode brings forth a new technology concept "Observability" as the guest speaker shared his perspectives on the following questions:What Observability means in the context of modern software development and system monitoring? How does Observability differ from traditional monitoring and logging practices?Why has Observability gained so much attention in recent years? What are the driving factors behind its increasing popularity? From cybersecurity perspective, what role does Observability play in identifying and mitigating potential threats or vulnerabilities?How do you see the future of Observability evolving in the next few years from the context of recent AI innovation surge?What resources or learning opportunities would you recommend for individuals or teams interested in diving deeper into the topic of Observability?Guest speaker: Edward FerronLinkedIn profile: https://www.linkedin.com/in/eferron/

EP 13: Soccer Analytics Through the Lens of Coaching

This episode strikes up some insightful conversations about the usefulness of analytics in soccer/football. The guest speaker Bruno Baltazar, a soccer/football coach and the host of "Houston Dynamic Dynamo" podcast, shared his perspectives on the following relevant questions during the session:What are some key metrics or statistics that soccer analysts cum coaches use to evaluate player performance?How does soccer analytics help in identifying player strengths and weaknesses, and how can this information be used in team tactics and strategies?How does soccer analytics influence player recruitment and scouting processes? What are some innovative approaches in this area?Listen to this engaging discussion between the guest and the host as it unfolded various aspects of the usefulness of analytics for the beautiful game.

EP 12: Insightful Conversation with a Football ⚽️ Analytics Professional

This episode unveils an emerging trend of analytics practices in football/soccer industry. The guest speaker Ana De Souza talks about her journey from economics to sports sector. She also shares her perspectives about how analytics/data science techniques coupled with innovative technology toolkits are being instrumental to help sports teams in making better scouting selections, helping coaches to perform better assessment of players and making data-driven predictions that contribute to the overall team success.Ana's LinkedIn profile link: https://www.linkedin.com/in/anavdesouza/