> For the complete documentation index, see [llms.txt](https://igb.mit.edu/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://igb.mit.edu/mini-courses/python.md). # Python - [Introduction to Python for Biologists](https://igb.mit.edu/mini-courses/python/introduction-to-python-for-biologists.md) - [Interactive Python](https://igb.mit.edu/mini-courses/python/introduction-to-python-for-biologists/interactive-python.md) - [Types](https://igb.mit.edu/mini-courses/python/introduction-to-python-for-biologists/types.md) - [Strings](https://igb.mit.edu/mini-courses/python/introduction-to-python-for-biologists/types/strings.md) - [Lists](https://igb.mit.edu/mini-courses/python/introduction-to-python-for-biologists/types/lists.md) - [Tuples](https://igb.mit.edu/mini-courses/python/introduction-to-python-for-biologists/types/tuples.md) - [Dictionaries](https://igb.mit.edu/mini-courses/python/introduction-to-python-for-biologists/types/dictionaries.md) - [Control Flow](https://igb.mit.edu/mini-courses/python/introduction-to-python-for-biologists/control-flow.md) - [Loops](https://igb.mit.edu/mini-courses/python/introduction-to-python-for-biologists/loops.md) - [For Loops](https://igb.mit.edu/mini-courses/python/introduction-to-python-for-biologists/loops/for-loops.md) - [While Loops](https://igb.mit.edu/mini-courses/python/introduction-to-python-for-biologists/loops/while-loops.md) - [Control Flows and Loops](https://igb.mit.edu/mini-courses/python/introduction-to-python-for-biologists/control-flows-and-loops.md) - [Storing Programs for Re-use](https://igb.mit.edu/mini-courses/python/introduction-to-python-for-biologists/storing-programs-for-re-use.md) - [Reading and Writing Files](https://igb.mit.edu/mini-courses/python/introduction-to-python-for-biologists/reading-and-writing-files.md) - [Functions](https://igb.mit.edu/mini-courses/python/introduction-to-python-for-biologists/functions.md) - [Biopython](https://igb.mit.edu/mini-courses/python/biopython.md) - [About Biopython](https://igb.mit.edu/mini-courses/python/biopython/about-biopython.md) - [Quick Start](https://igb.mit.edu/mini-courses/python/biopython/quick-start.md) - [Basic Sequence Analyses](https://igb.mit.edu/mini-courses/python/biopython/quick-start/basic-sequence-analyses.md) - [SeqRecord](https://igb.mit.edu/mini-courses/python/biopython/quick-start/seqrecord.md) - [Sequence IO](https://igb.mit.edu/mini-courses/python/biopython/quick-start/sequence-io.md) - [Exploration of Entrez Databases](https://igb.mit.edu/mini-courses/python/biopython/quick-start/exploration-of-entrez-databases.md) - [Example Projects](https://igb.mit.edu/mini-courses/python/biopython/example-projects.md) - [Coronavirus Exploration](https://igb.mit.edu/mini-courses/python/biopython/example-projects/coronavirus-exploration.md) - [Translating a eukaryotic FASTA file of CDS entries](https://igb.mit.edu/mini-courses/python/biopython/example-projects/translating-a-eukaryotic-fasta-file-of-cds-entries.md) - [Further Resources](https://igb.mit.edu/mini-courses/python/biopython/further-resources.md) - [Machine Learning with Python](https://igb.mit.edu/mini-courses/python/machine-learning-with-python.md) - [About Machine Learning](https://igb.mit.edu/mini-courses/python/machine-learning-with-python/about-machine-learning.md) - [Hands-On](https://igb.mit.edu/mini-courses/python/machine-learning-with-python/hands-on.md) - [Project Introduction](https://igb.mit.edu/mini-courses/python/machine-learning-with-python/hands-on/project-introduction.md) - [Supervised Approaches](https://igb.mit.edu/mini-courses/python/machine-learning-with-python/hands-on/supervised-approaches.md) - [The Logistic Regression Model](https://igb.mit.edu/mini-courses/python/machine-learning-with-python/hands-on/supervised-approaches/the-logistic-regression-model.md) - [K-Nearest Neighbors](https://igb.mit.edu/mini-courses/python/machine-learning-with-python/hands-on/supervised-approaches/k-nearest-neighbors.md) - [Unsupervised Approaches](https://igb.mit.edu/mini-courses/python/machine-learning-with-python/hands-on/unsupervised-approaches.md) - [K-Means Clustering](https://igb.mit.edu/mini-courses/python/machine-learning-with-python/hands-on/unsupervised-approaches/k-means-clustering.md) - [Further Resources](https://igb.mit.edu/mini-courses/python/machine-learning-with-python/hands-on/further-resources.md) - [Data Processing with Python](https://igb.mit.edu/mini-courses/python/data-processing-with-python.md) - [Pandas](https://igb.mit.edu/mini-courses/python/data-processing-with-python/pandas.md) - [About Pandas](https://igb.mit.edu/mini-courses/python/data-processing-with-python/pandas/about-pandas.md) - [Making DataFrames](https://igb.mit.edu/mini-courses/python/data-processing-with-python/pandas/making-dataframes.md) - [Inspecting DataFrames](https://igb.mit.edu/mini-courses/python/data-processing-with-python/pandas/inspecting-dataframes.md) - [Slicing DataFrames](https://igb.mit.edu/mini-courses/python/data-processing-with-python/pandas/slicing-dataframes.md) - [Selecting from DataFrames](https://igb.mit.edu/mini-courses/python/data-processing-with-python/pandas/selecting-from-dataframes.md) - [Editing DataFrames](https://igb.mit.edu/mini-courses/python/data-processing-with-python/pandas/editing-dataframes.md) - [Matplotlib](https://igb.mit.edu/mini-courses/python/data-processing-with-python/matplotlib.md) - [About Matplotlib](https://igb.mit.edu/mini-courses/python/data-processing-with-python/matplotlib/about-matplotlib.md) - [Basic Plotting](https://igb.mit.edu/mini-courses/python/data-processing-with-python/matplotlib/basic-plotting.md) - [Advanced Plotting](https://igb.mit.edu/mini-courses/python/data-processing-with-python/matplotlib/advanced-plotting.md) - [Seaborn](https://igb.mit.edu/mini-courses/python/data-processing-with-python/seaborn.md) - [About Seaborn](https://igb.mit.edu/mini-courses/python/data-processing-with-python/seaborn/about-seaborn.md) - [Basic Plotting](https://igb.mit.edu/mini-courses/python/data-processing-with-python/seaborn/basic-plotting.md) - [Visualizing Statistics](https://igb.mit.edu/mini-courses/python/data-processing-with-python/seaborn/visualizing-statistics.md) - [Visualizing Proteomics Data](https://igb.mit.edu/mini-courses/python/data-processing-with-python/seaborn/visualizing-proteomics-data.md) - [Visualizing RNAseq Data](https://igb.mit.edu/mini-courses/python/data-processing-with-python/seaborn/visualizing-rnaseq-data.md) --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://igb.mit.edu/mini-courses/python.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.