🪴 Aster's notebook

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I. Notes
II. Braindump
Data management

- 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 management
  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
  Linear regression in python
  Linear regression in R
  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
  Project management
  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 arithmetic and math
  SQL CASE conditional expression
  SQL date-time functions
  SQL filter: WHERE
  SQL GROUP BY
  SQL JOIN
  SQL ORDER BY
  SQL SELECT
  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
- 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
  mac
  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
  Tool