Deep Learning Prerequisites: Linear Regression in Python

Data science: Learn linear regression from scratch and build your own working program in Python for data analysis.

What Will I Learn?

• Derive and solve a linear regression model, and apply it appropriately to data science problems
• Program your own version of a linear regression model in Python

Requirements

• How to take a derivative using calculus
• Basic Python programming
• For the advanced section of the course, you will need to know probability
• For the advanced section of the course, you will need to know the Gaussian distribution

Includes:

• 5.5 hours on-demand video
• Full lifetime access
• Access on mobile and TV
• Certificate of Completion

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