Data Analysis with Python || Python Data Analysis
Want to know how to analyze data in Python? Learn about NumPy, pandas, scikit-learn, pandas DataFrame and build some statistical models with this #Data #Analysis with #Python course.
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This course provides the following topics of Data analysis in Python:
⭐️ Table of Contents⭐️
0:00 Introduction
4:04 Jupyter Notebooks
18:00 Pandas
20:14 Pandas Series
46:45 Pandas DataFrames
1:05:03 Reading CSV files
1:30:56 Plotting data
1:59:00 Fitting Data
2:27:06 Machine Learning
2:39:02 Correlation
3:10:13 Clustering
3:49:08 Clustering images
4:03:23 Summary
⭐️ Prerequisite ⭐️
Python Programming:
📝 The course material is freely available at https://milliams.com/courses/applied_...
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⭐️ Credit⭐️
This course was taught by Dr. Matt Williams
University of Bristol
License: Creative Commons Attribution license (reuse allowed)
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