This will include fitting your data to probability distributions, estimating relationships among variables using linear and non-linear models, and a brief introduction to bootstrapping methods. Each ...

Learn Python 3 the Hard Way by Zed Shaw (Addison-Wesley) -- Step-by-step introduction to Python with no prior knowledge assumed; includes appendix Command Line Crash Course.; Learning Python 3rd ...

Introduction to Python for Data Analysis¶. Recall that R is a statistical programming language—a language designed to do things like t-tests, regression, and so on.The core of R was developed during ...

In this hands-on workshop, you’ll learn the basics of data analysis using Python in Google Colab. We’ll cover how to import and explore datasets, clean and preprocess data, and create simple ...

This four-course sequence features two Python-specific courses: Introduction to Python Programming and Data Analysis using Python. You’ll learn basic Python core programming concepts and examine ...

This course introduces basic Python programming and data analysis concepts and will give students the skills to run and modify Python notebooks for quantitative data analysis. At the end of the course ...

When doing data analysis, I prefer to use Jupyter notebooks as they provide a more convenient environment than the command line. You can inspect the data you are working with and write your ...