Seven Steps of a Machine Learning Project
A refreshed legacy guide to the main stages of a machine learning workflow, from data collection to prediction.
Data Science
Python Libraries for Data Science
A refreshed legacy guide to useful Python libraries for data analysis, machine learning, visualization, and data engineering workflows.
From IPython Notebook to Jupyter
A refreshed legacy guide to what notebooks are, how the IPython Notebook evolved into Jupyter, and why notebooks still matter.
Data Science Resources I Still Recommend
A refreshed legacy resource guide for learning data science through better tools, documentation, and project habits.