![Ayman Hatem Mahmoud Zahran](https://images.credly.com/images/3790d78d-0ec0-4c49-8014-b5f3691deb4d/blob.jpeg)
This badge was issued to Ayman Hatem Mahmoud Zahran on 11 Feb 2022.
Data Analysis Using Python
Issued by
IBM
This badge earner understands the essential steps necessary to analyze data in Python using multi-dimensional arrays, manipulating DataFrames in pandas, using SciPy library of mathematical routines and performing machine learning using scikit-learn. This includes hands-on demonstration using Jupyter notebook in JupyterLab Python tools.
- Type Learning
- Level Intermediate
- Time Hours
- Cost Free
Earning Criteria
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Passing the in-course assessments with a score of 80% or higher.