python for biologists
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29 common beginner Python errors
Counting non-DNA bases in a sequence
Five things I hate about teaching Python
Inventing new animals with a neural network
Python for complete beginners
Randomly sampling reads from a FASTQ file
3 steps to readable code
Simple sequence similarity search
A six line genome assembler
Sorting DNA sequences by length
Tools for tabular data
What you have in common with the Wright brothers
Machine learning series
Machine learning for biology part 1
Machine learning for biology part 2
Machine learning for biology part 3
Machine learning for biology part 4
Machine learning series
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3 - Lists and loops
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8 - Dictionaries
9 - Working with the filesystem
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Machine learning for biology part 1
Machine learning is programming by example. There are a couple of different categories of problems that fall into the machine learning category. The easiest to understand is…
Machine learning for biology part 2
In part one, we introduced the idea of programming by example, but didn’t actually implement it. Instead we took an example of a classification problem - identifying penguin…
Machine learning for biology part 3
In parts one and two we considered a dataset consisting of bill and flipper length for penguins:
Machine learning for biology part 4
In the first three parts of this series, we saw how we could take a dataset of measurements of different species of penguins:
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