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Should Data and AI Shape Decision-Making?
Manage episode 456438405 series 3617039
We dive deeper into the transformative role of AI and ML with Dave Wilkinson, Co-Founder of D3 Clarity and a veteran innovator in the data space. With a rich career spanning software engineering, data innovation, and leadership at IBM, Dave shares how AI and machine learning are reshaping industries and driving smarter decision-making.
🌟 Key Highlights:
Dave's Journey: From his early coding days to co-founding D3 Clarity, Dave’s passion for data and innovation shines through.
AI in Business: Discover how AI accelerates decision-making and automates repetitive tasks, freeing teams for higher-value work.
Data Quality Challenges: Learn how Dave’s team transformed a database of 5 million low-quality contacts into a streamlined, high-value resource.
Ethical AI and Data Literacy: Explore the importance of contextualizing data and mitigating biases in predictive models.
🎧 Key Takeaways:
Using AI as a curator: How machine learning refines data quality.
Behavioral shifts: The true value of AI lies in changing business processes and decisions.
Responsible innovation: Why small, incremental experiments lead to better outcomes.
📲 Don’t miss this engaging conversation on harnessing AI to create meaningful impact in the world of business and technology!
Connect with Dave Wilkinson:
LinkedIn: https://www.linkedin.com/in/dawilkinson/
Email: d3clarity.com
Learn more about Ben Johnson at Particle41.com
🔔 Subscribe for more discussions on AI, data innovation, and business leadership!
#AI #MachineLearning #DataInnovation #Particle41 #D3Clarity #Leadership #podcast
Chapters
1. Introduction: Should Data and AI Shape Decision-Making? (00:00:00)
2. Meet Dave Wilkinson, Co-founder of D3 Clarity (00:00:37)
3. How AI and ML Impact Decision-Making (00:01:10)
4. Challenges with AI Implementation and Vector Databases (00:04:45)
5. Practical AI Use Cases in Data Management (00:08:20)
6. Leveraging Data for Competitive Advantage (00:11:40)
7. Gaps Between Digital Ambitions and Realities (00:15:00)
8. The Importance of Signal Over Noise in Data (00:20:30)
9. Risk Management in Tech Innovations (00:24:50)
10. Aligning Tech Roadmaps with Business Strategies (00:28:30)
11. Lessons Learned from Failed Tech Initiatives (00:32:20)
12. Advice for Those Starting a Digital Transformation (00:35:10)
13. Get to Know: What was your first job? (00:37:20)
14. Get to Know: What childhood hobby inspired your career? (00:38:10)
15. Get to Know: What was your favorite and least favorite courses in school? (00:39:20)
16. Get to Know: What quote lives rent-free in your mind? (00:40:00)
17. Get to Know: What is the greatest invention or discovery in the last 300 years? (00:40:40)
18. How to Connect with Dave Wilkinson (00:41:40)
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