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Should Data and AI Shape Decision-Making?
Manage episode 456438405 series 3617039
Το περιεχόμενο παρέχεται από το Particle41. Όλο το περιεχόμενο podcast, συμπεριλαμβανομένων των επεισοδίων, των γραφικών και των περιγραφών podcast, μεταφορτώνεται και παρέχεται απευθείας από τον Particle41 ή τον συνεργάτη της πλατφόρμας podcast. Εάν πιστεύετε ότι κάποιος χρησιμοποιεί το έργο σας που προστατεύεται από πνευματικά δικαιώματα χωρίς την άδειά σας, μπορείτε να ακολουθήσετε τη διαδικασία που περιγράφεται εδώ https://el.player.fm/legal.
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
Κεφάλαια
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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