Deep Learning Foundation : Linear Regression and Statistics

Deep Learning Foundation : Linear Regression and Statistics

Hi Everyone welcome to new course which is created to sharpen your linear regression and statistical basics. linear regression is starting point for a data science this course focus is on making your foundation strong for deep learning and machine learning algorithms. In this course I have explained hypothesis testing, Unbiased estimators, Statistical test , Gradient descent. End of the course you will be able to code your own regression algorithm from scratch.

Learn linear regression from scratch, Statistics, R-Squared, Python, Gradient descent, Deep Learning, Machine Learning

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What you will learn

• Mathematics behind R-Squared, Linear Regression,VIF and more!
• Deep understating of Gradient descent and Optimization
• Program your own version of a linear regression model in Python

Rating: 3.25

Level: All Levels

Duration: 6.5 hours

Instructor: Jay Bhatt