Starting With Linear Regression in Python
Cesar Aguilar
46:49
Description
We’re living in the era of large amounts of data, powerful computers, and artificial intelligence. This is just the beginning. Data science and machine learning are driving image recognition, autonomous vehicle development, decisions in the financial and energy sectors, advances in medicine, the rise of social networks, and more. Linear regression is an important part of this.
Linear regression is one of the fundamental statistical and machine learning techniques. Whether you want to do statistics, machine learning, or scientific computing, there’s a good chance that you’ll need it. It’s advisable to learn it first and then proceed toward more complex methods.
In this video course, you’ll learn:
What You'll Learn?
- What linear regression is
- What linear regression is used for
- How linear regression works
- How to implement linear regression in Python, step by step
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Cesar Aguilar
Instructor's CoursesCesar is an avid Pythonista and records video courses for Real Python. He enjoys teaching programming to anyone who listens and seeing in others their programming “eureka” moment. His first love is mathematics and teaches it to anyone who listens, and then tells them that they should also learn how to code (in Python of course!). Annoyed with the licensing circus of commercial software, Cesar started using Python in 2013 for his research in differential equations and graph theory. When not coding in Python, Cesar enjoys web development in PHP and JavaScript.
Real Python
View courses Real Python- language english
- Training sessions 9
- duration 46:49
- Release Date 2023/01/05
