Ideas Worth Exploring

Mark McDonald

Science is the best way we have for understanding how the world works. And you know what makes science better? Puns! This podcast is meant to introduce a variety of scientific topics in a way that is approachable for people without a scientific background and entertaining even for the nerds who think they know everything.

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Ideas Worth Exploring

Episodes (32)

Jan 12, 2025 Optimization algorithms and the life lessons they taught me
Dec 15, 2024 The secret to getting rich is to be boring
Oct 29, 2024 Climate Change Part 3: The solutions to global warming and what they have to do with cows

Ideas Worth Exploring

Jan 12, 2025
31 minutes
21 MB

Optimization is about maximizing or minimizing something. The math behind how you do that has taught me some important life lessons, including: (Gradient descent) Incremental progress with regular course corrections will eventually get you where you want to go. (Soft constraints) Giving yourself some wiggle room can help you avoid black and white thinking. (Local minima) Sometimes things have to get worse before they get better. (Multi-objective optimization) Managing the tradeoffs between multiple conflicting goals can help you reach both goals better. (Overfitting) Optimizing too hard can actually make you worse off, and so it’s important to kn...

Ideas Worth Exploring

Optimization algorithms and the life lessons they taught me

Mark McDonald

00:00 -31:03