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Machine Learning
IntuitionMath
Some mathematical concepts are more fundamental than others. Without a firm grasp of the earlier principles, progressing through math is a daunting task. This is our attempt to explain foundational math concepts intuitively.
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Machine Learning
Ms Aerin
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IntuitionMath
May 12, 2023
How to Publish Your Content on IntuitionMath
Make math intuitive, not intimidating.
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11 responses
Ms Aerin
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IntuitionMath
Apr 8, 2019
What is column space? (with a Machine Learning example)
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Ms Aerin
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IntuitionMath
Sep 20, 2017
The difference between Batch Gradient Descent and Stochastic Gradient Descent
[WARNING: TOO EASY!]
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Ms Aerin
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IntuitionMath
Jun 4, 2020
[Text-to-SQL] Learning to Query Tables with Natural Language
How to model a natural language interface…
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Ms Aerin
in
IntuitionMath
Aug 22, 2017
Why is the second Principal Component orthogonal (perpendicular) to the first one?
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31
3 responses
Ms Aerin
in
IntuitionMath
Jan 4, 2019
What is a Positive Definite Matrix?
and why does it matter?
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2.1K
10 responses
Ms Aerin
in
IntuitionMath
Mar 31, 2019
Why is the dot product of orthogonal vectors zero?
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445
3 responses
Ms Aerin
in
IntuitionMath
Oct 5, 2017
Normal Equation for Linear Regression
Frequently Asked FAMGA Applied Scientist Interview Question
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6 responses
Ms Aerin
in
IntuitionMath
Sep 3, 2017
How to implement the derivative of Softmax independently from any loss function
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419
12 responses
Ms Aerin
in
IntuitionMath
Aug 26, 2017
Numpy Sum Axis Intuition
I’ve always thought that axis 0 is row-wise, and axis 1 is column-wise.
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9 responses