3Blue1Brown Series
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Overview
3Blue1Brown is a channel about animating math, in all senses of the word animate.
4 seasons
Essence of linear algebra
2016 · 16 episodes
Essence of linear algebra
2016 · 16 episodes
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1. Vectors, what even are they?
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2. Linear combinations, span, and basis vectors
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3. Linear transformations and matrices
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4. Matrix multiplication as composition
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5. Three-dimensional linear transformations
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6. The determinant
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7. Inverse matrices, column space and null space
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8. Nonsquare matrices as transformations between dimensions
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9. Dot products and duality
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10. Cross products
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11. Cross products in the light of linear transformations
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12. Cramer's rule, explained geometrically
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13. Change of basis
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14. Eigenvectors and eigenvalues
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15. A quick trick for computing eigenvalues
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16. Abstract vector spaces
Essence of calculus
2017 · 12 episodes
Essence of calculus
2017 · 12 episodes
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1. Essence of calculus
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2. The paradox of the derivative
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3. Derivative formulas through geometry
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4. Visualizing the chain rule and product rule
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5. What's so special about Euler's number e?
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6. Implicit differentiation, what's going on here?
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7. Limits, L'Hopital's rule, and epsilon delta definitions
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8. Integration and the fundamental theorem of calculus
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9. What does area have to do with slope?
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10. Higher order derivatives
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11. Taylor series
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12. What they won't teach you in calculus
Neural networks
2017 · 4 episodes
Neural networks
2017 · 4 episodes
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