LINEAR REGRESSION & Model Pipeline | Machine Learning Practices | Session - 8
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هفته قبل
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Linear Regression & Model Pipeline
Linear Regression & Model Pipeline | Machine Learning Practices | Session - 8
Please fill this feedback form to rate my sessions:
https://forms.gle/pMaacwzLzkt366dq8
In this session, we've covered:-
- Linear Regression from Scratch
- Preprocessing
- ColumnTransformer
- Feature Union
- Model Pipeline
- Linear Regression (Explanation)
- Cost Function - Mean Squared Error
- Gradient Descent
- Linear Regression from Scratch
Kaggle notebook 🔼 (Make sure to upvote them):
Notebook 1: Model Pipeline
https://www.kaggle.com/code/param302/...
Notebook 2: Linear Regression with 3d Interactive Plots
https://www.kaggle.com/code/param302/...
Want to attend my Live Sessions?
I usually take them twice a week - Wednesday & Sunday, at 6 pm.
You can join my session calendar for details and meet links:
https://calendar.google.com/calendar/...
Chapters:
00:00 Overview & Setup
Follow me on my social handles:
Bio link 🔗 https://param302.bio.link
Twitter 🔗 Twitter: Param3021
LinkedIn 🔗 LinkedIn: param302
Github 🔗 https://github.com/Param302
Kaggle 🔗 https://kaggle.com/param302
Please fill this feedback form to rate my sessions:
https://forms.gle/pMaacwzLzkt366dq8
In this session, we've covered:-
- Linear Regression from Scratch
- Preprocessing
- ColumnTransformer
- Feature Union
- Model Pipeline
- Linear Regression (Explanation)
- Cost Function - Mean Squared Error
- Gradient Descent
- Linear Regression from Scratch
Kaggle notebook 🔼 (Make sure to upvote them):
Notebook 1: Model Pipeline
https://www.kaggle.com/code/param302/...
Notebook 2: Linear Regression with 3d Interactive Plots
https://www.kaggle.com/code/param302/...
Want to attend my Live Sessions?
I usually take them twice a week - Wednesday & Sunday, at 6 pm.
You can join my session calendar for details and meet links:
https://calendar.google.com/calendar/...
Chapters:
00:00 Overview & Setup
Follow me on my social handles:
Bio link 🔗 https://param302.bio.link
Twitter 🔗 Twitter: Param3021
LinkedIn 🔗 LinkedIn: param302
Github 🔗 https://github.com/Param302
Kaggle 🔗 https://kaggle.com/param302
هفته قبل
در تاریخ 1403/04/10 منتشر شده
است.
851
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