Open Excel. Manually delete empty rows, fix date formats, and run several VLOOKUP and SUMIFS formulas to merge tables.
: Individuals who need to understand how to deliver data-driven results that improve organizational decision-making. Why It Stands Out
Writing pure functions with strict type hinting to isolate transformation logic.
looking to transition into Analytics Engineering or Data Science by scaling their output through code. DS4B 101-P- Python for Data Science Automation
Your preferred (e.g., AWS, Azure, local SQL server)? The current skill level of your team with Python? AI responses may include mistakes. Learn more Share public link
Theory without practice is limited. DS4B 101-P uses a realistic, engaging scenario: . Management has tasked the team with expanding forecast reporting capabilities by customers, products, and various time durations. This requires a level of flexibility not currently possible with manual business processes. Your mission is to learn Pandas and the Python ecosystem to automate this forecasting project.
Whether you are a BI professional, an R user looking to add Python, or a complete beginner, . Open Excel
: Creating business-focused charts with libraries like plotnine or Matplotlib.
Furthermore, the course bridges the gap between technical execution and executive communication. It teaches professionals how to translate complex model outputs into actionable business insights. The ultimate goal of the curriculum is to empower users to build automated tools that provide ongoing ROI. In an era where data is abundant but time is scarce, "Python for Data Science Automation" provides the technical toolkit and the strategic mindset necessary to thrive in a modern, data-driven business environment.
Learning to handle time-series data using sktime , a state-of-the-art library for forecasting in Python. Why It Stands Out Writing pure functions with
course that follows this one in the Business Science Python track?
Leadership receives daily or hourly operational updates rather than waiting for monthly reviews.
Business Science University's DS4B 101-P course teaches business analysts to automate workflows and create data products using Python. The curriculum focuses on building end-to-end automation pipelines, database integration, and automated reporting without requiring prior programming experience. For more details, visit Business Science University Business Science University
What are you connecting to? (e.g., SQL databases, Salesforce, Excel files, web APIs)
Check out the official DS4B 101-P course page at Business Science to see current enrollment dates and discounts.