🪴 Aster's notebook
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I. Notes
Alternative hypotheses
Analysis of Variance (ANOVA)
Automate the boring stuff with python
Bayes classifier
Bayes' theorem
Bayesian statistics
Bias variance trade off
Binomial distribution
Bootstrapping
Boxplots
Calculate p-value
Central limit theorem
Classification
Classification error metrics
Conditional probabilities
Confidence intervals
Covariance
Data science
Data visualization
Decision tree and random forest
Design matrix
Expected value
Exponential distribution
False discovery rates FDR
Fitting a curve to data
Fitting a line to data in linear regression
Histogram
Hypothesis testing and the null hypothesis
K nearest neighbours (KNN) theory
K nearest neighbours (KNN) with python
Least squares
Linear discriminant analysis (LDA)
Linear regression in R
Linear regresssion
Linear regresssion in python
Log (logarithm)
Logistic regression
Logistic regression coefficients
Logistic regression in python
Machine learning
Mathematical model
Mathematics
Maximum likelihood
Mean, variance and standard deviation
Multiple regression
Multiple regression in R
Normal distribution
P-hacking and false positives
P-value
Pandas
Pearson Correlation
Population and estimated parameters
Power analysis
Prior probability and posterior probability
Probability
Probability distribution
Probability vs likelihood
Prompt engineering
Python
Quantile normalization
Quantile-quantile plot (QQ plot)
Quantiles and percentiles
R
R style guide
R Utilities
R-squared
Random sampling
Regression error metrics
Relational database
Resampling
Sample size and effective sample size
Sampling a distribution
SQL
SQL aggregate functions
SQL CASE conditional expression
SQL filter: WHERE
SQL GROUP BY
SQL ORDER BY
SQL rithmetic and math
Standard error
Statistical power
Statistical test
Stats
Supervised learning
t-test
Technical replicates vs Biological replicates
Tidyverse cheatsheet
Underestimate the variance
VBA
Weighted least squares
Working with Excel from R
Z-value
II. Braindump
Add PATH environment variables on macOS
Avoiding underarm holes when knitting
Better SSK
Colour palette for knitting
Elastic Crocheted Cast-On
Emacs
Emacs configuration resource
Emacs packages
Emacs useful tips
Getting started with Doom emacs
Git
Italian bind-off for 2x2 rib
Knitting
Latex OCR to string
Negative ease in knitting socks
Org-mode
Org-mode shortcut
Org-roam
Remove gitignore file from being tracked in github
Revert push commit to git
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Org-roam
Org-roam
Oct 02, 2023, 1 min read
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