Topic
Mathematics
15 videos
3Blue1Brown
But what is a neural network? | Deep learning, Chapter 1
Clear visual explanation of neurons, layers, weights, and activation functions.
3Blue1Brown
Vectors, what even are they? | Essence of linear algebra, Chapter 1
Visual intuition for vectors — how to think about them geometrically vs numerically.
3Blue1Brown
But what is the Fourier Transform? A visual introduction.
Explains how any signal can be decomposed into a sum of sinusoids.
3Blue1Brown
The Essence of Calculus, Chapter 1
Visual intro to derivatives, integrals, and the fundamental theorem of calculus.
3Blue1Brown
Linear transformations and matrices | Chapter 3, Essence of linear algebra
Quite possibly the most important idea for understanding linear algebra. Help fund future projects: ...
3Blue1Brown
Bayes theorem, the geometry of changing beliefs
Geometric intuition for Bayes' theorem through area diagrams.
freeCodeCamp.org
Statistics - A Full University Course on Data Science Basics
Covers descriptive stats, probability, distributions, hypothesis testing.
3Blue1Brown
Essence of linear algebra preview
A video about essence of linear algebra preview.
Zach Star
Dear linear algebra students, This is what matrices (and matrix manipulation) really look like
A video about dear linear algebra students this is what matrices and matrix manipulation really look like.
codebasics
Introduction | Mathematics and statistics for data science and machine learning
Mathematics and statistics for data science and machine learning: I am thrilled to announce that with this video I am starting a new ...
KoothBrush
ALL of linear algebra in 7 minutes.
This is your complete crash course on Linear Algebra — from vectors and matrices to eigenvalues and transformations. Whether ...
Derek Banas
Probability for Data Science & Machine Learning
There is nothing more exciting in the world right now then Machine Learning and Data Analytics! In this one video I will teach you ...
Simplilearn
Probability and Statistics for Data Science 2026 | Statistics And Probability Tutorial | Simplilearn
A video about probability and statistics for data science 2026 statistics and probability tutorial simplilearn.
Emma Ding
Probability and Statistics Made Easy: Essential for Data Scientists
In this video, we will go over the differences between probability and statistics. First, we will cover two areas of statistics, ...
edureka!
Statistics and Probability for DS | Data Science | Edureka | DS Rewind - 1
A video about statistics and probability for ds data science edureka ds rewind 1.