Lecture 19 | AI Advance Course

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Artificial Intelligence (AI) Advance Course is entirely free.
Live classes are held every Tuesday & Wednesday on Facebook and YouTube from 7:00pm to 8:30pm.
Recorded lectures will be uploaded to the YouTube channel.

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Irfan bhai mai nai apky sary youtube kay free course study kiye hain aur ab advanced AI course study kar raha hu. ALLAH pak apko apki mehnat ka ajar dy AMEEN!

Abdullah-vbt

Topics covered in this lecture under this main " Linear Regression " topic are:

What are continues values,

What is regression line,

Difference between univariate and multivariate regression analysis,

Cost function or loss function,

Weight and bias,

Techniques used for missing values,

Difference between drop() and dropna() function,

How to train and test(predict) the model

What is residual analysis, why we use or calculate it

Why and when we use distribution plot and scatter plot,

What is root mean square error,

How to compare all values generated from different models(linear, decision tree, random forest, gradient boosting) for linear regression analysis....
Which value or model will be good

Hope you will like my overall summary of the lecture

faizasajid

This good combination of teachers. Mr. Farhan is good instructor keeps screen change syn with his explanation of lesson. Delivering lesson sitting is more effective and leat destructive,

bgziauddin