Python Essentials
Variables, control flow, functions, and notebooks—clean, modern patterns you’ll reuse everywhere.
FoundationZ — Data Science Course
Unleash the Power of Data Science Foundations
The perfect on-ramp to Python for analytics. Master core syntax, data wrangling, plotting, and best practices—so you’re ready to thrive in MachineZ (and on the job).
Python Basics
Pandas
Data Cleaning
Visualization
Analysis Patterns
What You’ll Learn
A hands-on, beginner-friendly path that sets you up for Machine Learning success.
Pandas for Analysis
Import, clean, join, pivot, group, and summarize data with confidence and speed.
Visualization
Tell clear stories with Matplotlib/Plotly—bar/line/scatter, small multiples, and publication-ready charts.
Project Workflow
Reproducible environments, tidy project structure, and reporting so your work is easy to share.