Speaking of Data Real World Techniques for Machine Learning with David Langer
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May 14, 2024 David Langer, founder of Dave on Data, discusses using Python in Excel, high ROI machine learning, and his upcoming Hands-on Machine Learning Bootcamp. The podcast highlights practical data science skills and the importance of decision trees, random forests, and classification problems for organizational success.
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Breadth Shapes Practical Teaching
- David's background spans helpdesk to production ML, giving practical end-to-end experience.
- That breadth informs his focus on hands-on, practical data science training.
From Hating Excel To Evangelizing Python In Excel
- David Langer describes his early career dislike of Excel and how his view changed over time.
- He explains that Excel's ubiquity made it the obvious platform to bring Python and advanced analytics to millions.
Python In Excel Is The Last-Mile Breakthrough
- Integrating Python into Excel removes installation barriers and unlocks advanced analytics for nontechnical users.
- David sees this as the 'last mile' change that makes Excel a de facto data science platform.