For Data Science Automation: Ds4b 101-p- Python

Course Overview: DS4B 101-P – Python for Data Science Automation

DS4B 101-P: Python for Data Science Automation

is a professional course from Business Science University designed to teach data analysts how to convert manual business processes into automated Python workflows. Core Course Workflow

• End-to-end pipeline: ingest data from an API and a DB, transform and validate, train a model, schedule retraining, generate automated report, and deploy a simple dashboard. Includes repository with CI, Dockerfile, and orchestration flow.

Visualization

: Creating business-focused charts with libraries like plotnine or Matplotlib. DS4B 101-P- Python for Data Science Automation

Most analysts spend 80% of their time on manual data preparation. Course Overview: DS4B 101-P – Python for Data

By the end of the DS4B 101-P "story," the student is no longer a data "janitor." End-to-end pipeline: ingest data from an API and