IBM course on data wrangling, EDA, model evaluation, regression analysis, and predictive modeling with Python.
Skills You'll Learn
SQL
Data Visualization
Statistical Analysis
Data Cleansing
What You'll Learn
✓
Import and clean datasets with Python
✓
Perform exploratory data analysis
✓
Build regression models
✓
Evaluate model performance
✓
Create data visualizations
✓
Apply statistical techniques
Skills Covered
SQL
Data Visualization
Statistical Analysis
Data Cleansing
Learn to analyze data effectively with Python.
Key Outcomes
1
Master Python data analysis
2
Build predictive models
3
Apply to real datasets
4
Earn IBM credential
Five modules covering data analysis with Python.
Course Modules
1
Importing Datasets
Module 1 content for this course.
2
Data Wrangling
Module 2 content for this course.
3
Exploratory Data Analysis
Module 3 content for this course.
4
Model Development
Module 4 content for this course.
5
Model Evaluation
Module 5 content for this course.
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