Data Science: Linear Regression Training

Live Online & Classroom Enterprise Training

Learn how to use R to implement linear regression, one of the most common statistical modeling approaches in data science.

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What is Data Science: Linear Regression Training about?

It is typical in data science applications to be interested in the relationship between two or more variables. This course's inspiring case study is related to the data-driven approach to baseball team construction detailed in Moneyball. We will use linear regression to find which measurable outcomes best predict baseball runs.

We will also look at confounding, which occurs when extraneous factors influence the connection between two or more other variables, resulting in erroneous associations. Linear regression is an effective method for eliminating confounders, but it is not a magic wand. It's important to know when to use this strategy; this course will help you understand when to do so.

What are the objectives of Data Science: Linear Regression Training ?

Galton originally developed how linear regression
What is confounding and how to detect it
How to examine the relationships between variables by implementing linear regression in R

Who is Data Science: Linear Regression Training for?

People who are interested in data science, machine learning, statistics, and artificial intelligence
People new to data science who would like an easy introduction to the topic
People who wish to advance their career by getting into one of technology's trending fields, data science
Self-taught programmers who want to improve their computer science theoretical skills
Analytics experts who want to learn the theoretical basis behind one of statistics' most-used algorithms

What are the prerequisites for Data Science: Linear Regression Training?

None

Available Training Modes

Live Online Training

8 Hours

Self-Paced Training

8 Hours

Course Outline Expand All

Expand All

Module 1: Introduction to Regression

Module 2: Linear Models

Module 3: Confounding

Who is the instructor for this training?

The trainer for this Data Science: Linear Regression Training has extensive experience in this domain, including years of experience training & mentoring professionals.

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