TileStats
36K subscribers
Hi My name is Andreas Tilevik. With this channel, I thought that I could share my video lectures from my courses in statistics and systems biology at the University of Skövde, Sweden. Note that the target group is mainly with a non-mathematical background. The videos will be published in a logical order at: www.tilestats.com
Logistic regression : the basics - simply explained
TileStats · 49K views · 5 years ago
Recurrent neural network (RNN) - explained super simple
TileStats · 15K views · 2 years ago
PCA : the basics - explained super simple
TileStats · 82K views · 5 years ago
Linear mixed effects models - random slopes and interactions | R and SPSS
TileStats · 53K views · 4 years ago
Linear regression | the basics - for beginners
TileStats · 6.2K views · 5 years ago
How to choose an appropriate statistical test
TileStats · 226K views · 5 years ago
PCA : the math - step-by-step with a simple example
TileStats · 164K views · 5 years ago
Transformer Networks Explained: How ChatGPT Works
TileStats · 3K views · 1 year ago
Matrices and matrix operations for beginners 1/2
TileStats · 41K views · 5 years ago
Artificial neural networks (ANN) - explained super simple
TileStats · 153K views · 3 years ago
Partial least squares regression (PLSR) - explained
TileStats · 78K views · 4 years ago
Bayesian statistics - the basics
TileStats · 4.9K views · 2 years ago
MANOVA - explained with a simple example
TileStats · 95K views · 5 years ago
UMAP explained simply
TileStats · 4.7K views · 11 months ago
Linear discriminant analysis (LDA) - simply explained
TileStats · 79K views · 5 years ago
The normal distribution | how to interpret and use it
TileStats · 7.9K views · 5 years ago
t-SNE explained: Visualizing High-Dimensional Data
TileStats · 3.2K views · 11 months ago
Population vs Sample
TileStats · 24K views · 5 years ago
One-way ANOVA: the basics
TileStats · 20K views · 5 years ago
k-means clustering - explained
TileStats · 22K views · 4 years ago