An Introductory Guide to Data Science and Machine Learning

Univariate Linear Regression

Explore univariate linear regression to predict a dependent variable from a single independent feature. Understand the cost function, parameter optimization, and the gradient descent algorithm used to minimize errors and improve model accuracy.

We'll cover the following...

Univariate Linear Regression

1.What is Data Science ?

2.Applications of Data Science

3.Overview of Libraries

4.Probability and Statistics

5.Machine Learning Part-1

6.Machine Learning Part-2

7.Machine Learning Part-3

8.Deep Learning

9.Machine Learning Tools and Libraries

10.Big Data Tools and Technologies

11.Where to go next ?

Mock Interview

Mock Interview

Univariate Linear Regression

Univariate Linear Regression