Mining Quality Prediction Using Machine & Deep Learning

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Mining Quality Prediction Using Machine & Deep Learning provided by Coursera is a comprehensive online course, which lasts for 1-2 hours worth of material. Mining Quality Prediction Using Machine & Deep Learning is taught by Ryan Ahmed. Upon completion of the course, you can receive an e-certificate from Coursera. The course is taught in Englishand is Paid Course. Visit the course page at Coursera for detailed price information.

Coursera Project Network via Coursera

1-2 hours worth of material

Upcoming

In this 1.5-hour long project-based course, you will be able to:
- Understand the theory and intuition behind Simple and Multiple Linear Regression.
- Import Key python libraries, datasets and perform data visualization
- Perform exploratory data analysis and standardize the training and testing data.
- Train and Evaluate different regression models using Sci-kit Learn library.
- Build and train an Artificial Neural Network to perform regression.
- Understand the difference between various regression models KPIs such as MSE, RMSE, MAE, R2, and adjusted R2.
- Assess the performance of regression models and visualize the performance of the best model using various KPIs.

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Language

English
Certificate
Paid Certificate Available
Date of Start
24th October, 2022
Level
Beginner
Price
Paid Course
Provider
Coursera
Taught By

Ryan Ahmed
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