Data Analysis Tutorial for Beginners

Data Analysis is the process of systematically applying statistical and/or logical techniques to describe and illustrate, condense and recap, and evaluate data.
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.

This course provide the following topics of Data analysis in Python:
⭐️ Table of Contents⭐️
0:00 Jupyter Notebooks
14:00 Pandas
16:14 Pandas Series
42:45 Pandas DataFrames
1:01:03 Reading CSV files
1:26:56 Plotting data
1:55:00 Fitting Data
2:23:06 Machine Learning
2:35:02 Correlation
3:05:13 Clustering
3:45:08 Clustering images
4:00:23 Summary

⭐️ Prerequisite ⭐️
📝Download Anaconda: https://www.anaconda.com/products/individual
📝Learn Python: https://www.youtube.com/playlist?list=PLqrmzsjOpq5jHouzMfPsQ0OtZeKsIQ_h_

📝 The course material is freely available at https://milliams.com/courses/applied_data_analysis/
Feel free to follow along!

⭐️ Credit⭐️
This course was taught by Dr. Matt Williams
University of Bristol
License: Creative Commons Attribution license (reuse allowed)