Applied Data Analysis in Python - University of Bristol

Machine learning in Python. This course at the University of Bristol covers scikit-learn, fitting, correlation and clustering.

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

https://www.youtube.com/watch?v=opX_9c2V9f4

Applied Data Analysis in Python

Over the years, Python has become a very popular tool for analysing data. These days it comes with support from many tools to do machine learning, data querying, neural networks and exploratory analysis. In this course we will investigate the use of scikit-learn for machine learning to discover things about whatever data may come across your desk.

1. Fitting data
2. Testing your model
3. Machine Learning
4. Correlation
5. Clustering
6. Clustering images
7. What next

We'll start by introducing machine learning and fitting with linear regression.