
Python: This Book Includes: The Guide for Beginners, Machine Learning
2 books in 1In Python for Beginners You Will Learn:
- The Python language
- Data and variables
- Control flow tools
- The files
- A look at the classes
- Creating your own modules
- The regular expressions
- Networking
- The process of multithreading
- The way to access databases with Python
- How GUI programming works
In Python Machine Learning You Will Learn:
- The basics of machine learning and why it is so important to learn.
- The importance of data and how to use these in machine learning.
- Some of the supervised learning algorithms that work with regressions.
- How to work with regularization and avoid the issue of overfitting.
- Some of the best-supervised learning algorithms of classification.
- How to work with non-linear classification models.
- The different validation and optimization techniques that you can use to make sure your algorithms respond the way that you want them to.
- Moving on to some unsupervised machine learning that we can use, and the best clustering algorithms along the way.
- A look at the Principal Component Analysis and the Linear Discriminant Analysis and how they compare to one another.
- Författare
- Josh Hugh Learning
- ISBN
- 9781673217094
- Språk
- Engelska
- Vikt
- 426 gram
- Utgivningsdatum
- 2019-12-01
- Förlag
- Independently Published
- Sidor
- 318