This course is part of learning path “Applied Data Science with Python – Level 2” offered by IBM Cognitive Class. To earn this badge and the certificate I had to satisfactory complete the exam.
The course introduced me to the essential steps necessary to analyze data in Python using Numpy multi-dimensional arrays, manipulating DataFrames in Pandas, using SciPy library of mathematical routines and performing machine learning using Scikit-learn.
It taught me how to prepare data for analysis, perform simple statistical analyses, create meaningful data visualizations, predict future trends from data, all accompanied with hands-on demonstration using Jupyter notebook.
I learned how to:
- import data sets
- clean and prepare data for analysis
- manipulate Pandas DataFrame
- summarize data
- build machine learning models using Scikit-learn
- build data pipelines
Credentials: