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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
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Classification error metrics
Conditional probabilities
Confidence intervals
Covariance
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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)
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Logistic regression coefficients
Logistic regression in python
Machine learning
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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
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Prior probability and posterior probability
Probability
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Prompt engineering
Python
Quantile normalization
Quantile-quantile plot (QQ plot)
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R
R style guide
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R-squared
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Sampling a distribution
SQL
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SQL GROUP BY
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Standard error
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Statistical test
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t-test
Technical replicates vs Biological replicates
Tidyverse cheatsheet
Underestimate the variance
VBA
Weighted least squares
Working with Excel from R
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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
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Getting started with Doom emacs
Git
Italian bind-off for 2x2 rib
Knitting
Latex OCR to string
Negative ease in knitting socks
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Org-mode shortcut
Org-roam
Remove gitignore file from being tracked in github
Revert push commit to git
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Least squares
Least squares
Oct 24, 2023, 1 min read
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