A video introduction to 14 of the most famous and favorite Python libraries and frameworks, including requests, Django, and NumPy.
An introduction to using Tidyverse data manipulation concepts in Python, focusing on the Dplython package as an alternative to pandas.
A technical tutorial on using Python, pandas, and geospatial data to create a world map visualizing the origins of metal bands from a dataset.
Explains Python variable scopes with code examples, focusing on common errors when using local and global variables.
An open source maintainer shares their journey of stepping down from a project by filing a 'Request For New Maintainer' issue.
A developer builds a plugin-based Python code analyzer using straight.plugin and AST parsing to enforce coding standards like class naming and docstrings.
A guide on structuring and configuring Python applications for seamless deployment across environments, covering config, secrets, and load balancing.
A PyCon US 2018 talk on Python application monitoring basics, covering terminology, metrics, and integration using pandas.
A guide to writing a simple JSON parser, covering lexical and syntactic analysis, with a practical implementation example.
A hands-on tutorial on implementing deep reinforcement learning models using TensorFlow and the OpenAI Gym environment.
A guide to building a simple syntax tree in Python for creating a Domain-Specific Language (DSL) to filter data based on user-defined conditions.
A technical guide on reverse engineering the Facebook API to download private videos using Python and browser analysis.
A guide on reverse engineering the Soundcloud API to bypass download restrictions using Python.
An exploration of running Dask and Distributed parallel computing libraries on AWS Lambda, examining feasibility and limitations.
A guide to writing unit tests for AWS Chalice applications using local mode and pytest.
A developer's analysis of Python's suitability for large-scale enterprise projects, addressing performance concerns and comparing it to Java and Go.
A developer reflects on migrating their personal blog from a custom static site to the Ghost platform, discussing the evolution of web tech and maintenance trade-offs.
A tutorial on creating a choropleth world map in Python with GeoPandas to visualize global internet usage percentages.
A technical guide troubleshooting installation errors for the Confluent Kafka Python library, including dependency issues and compilation failures.
A February 2018 roundup of the best Python articles, news, GitHub projects, and tutorials, including Discord bots and JupyterLab.
