Python Machine Learning for Beginners: All You Need to Know about Machine Learning with Python

Forfatter
- Alex Campbell
Forlag
- PublishDrive

Utgaver: 3
Språk: Engelsk
Format
Kategori: Fakta og dokumentar

Have you thought about a career in data science? It's where the money is right now, and it's only going to become more widespread as the world evolves. Machine learning is a big part of data science, and for those that already have experience in programming, it's the next logical step.

Machine learning is a subsection of AI, or Artificial Intelligence, and computer science, using data and algorithms to imitate human thinking and learning. Through constant learning, machine learning gradually improves its accuracy, eventually providing the optimal results for the problem it has been assigned to.

It is one of the most important parts of data science and, as big data continues to expand, so too will the need for machine learning and AI.

Here's what you will learn in this quick guide to machine learning with Python for beginners:

What machine learning is

Why Python is the best computer programming language for machine learning

The different types of machine learning

How linear regression works

The different types of classification

How to use SVMs (Support Vector Machines) with Scikit-Learn

How Decision Trees work with Classification

How K-Nearest Neighbors works

How to find patterns in data with unsupervised learning algorithms

You will also find plenty of code examples to help you understand how everything works.