Business Science’s DS4B 101-P is a professional-grade course focused on Python for business automation and data science, designed to transition analysts from manual spreadsheets to automated workflows. The curriculum covers data manipulation with pandas, visualization, time series analysis, and functional programming within a business-centric framework. For more details, visit Business Science.

. The curriculum focuses on building a professional-grade Python toolchain to reduce errors, improve scale, and deliver data products on-demand. Core Curriculum Phases The course is structured into three streamlined stages: Data Analysis Foundations Pandas Mastery

: Mastering the core "bricks" of the Python data science ecosystem, including Pandas for data manipulation and NumPy .