Overview
What this course covers
A real IBM certificate on Coursera that introduces Python, SQL, data visualization, and machine learning workflows.
Use Python and SQL for practical data science work.
Analyze structured data and create clear visualizations.
Understand model training and evaluation basics.
Package projects into a portfolio for job applications.
Curriculum
12 lessons
4 sections built for steady progress
Data Science Orientation 3 lessons
What Data Scientists Do
Preview
320 min
Tooling Overview
320 min
Workflow Basics
320 min
Python and Notebooks 3 lessons
Python Essentials
320 min
Pandas Workflows
320 min
Notebook Practice
320 min
SQL and Visualization 3 lessons
Querying Data
320 min
Charts and Dashboards
320 min
Exploratory Analysis
320 min
Machine Learning Foundations 3 lessons
Supervised Learning
320 min
Model Evaluation
320 min
Project Packaging
320 min
Before you start
Requirements
No prior experience required.
Willingness to learn Python-based workflows.
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