Machine Learning Environment: Python, R, RStudio, and Colab
Hi everyone! I'm venturing into the exciting world of machine learning (ML), and this article details the tools I'm using to get started.
Essential Software
Python: As a widely used general-purpose language, Python is a popular choice for ML due to its readability, extensive libraries, and large community.
Python download: https://www.python.org/downloads/
R: Another powerful language specifically designed for statistics and data analysis. R offers a rich ecosystem of packages specifically tailored for ML tasks.
You can download R from the official website: https://www.r-project.org/
RStudio: An integrated development environment (IDE) built specifically for R. It provides a user-friendly interface for writing, running, and managing your R code. It also offers features like code completion, syntax highlighting, and debugging tools, making your R experience smoother.
Download RStudio from the official website: https://www.rstudio.com/products/rstudio/