Udemy - The Complete Supervised Machine Learning Models in Python ...

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Udemy - The Complete Supervised Machine Learning Models in Python ...

https://www.udemy.com/course/the-complete-supervised-machine-learning-models-in-python/

Udemy - The Complete Supervised Machine Learning Models in Python ...

https://www.udemy.com/course/the-complete-supervised-machine-learning-models-in-python/

In this course, you are going to learn all types of Supervised Machine Learning Models implemented in Python. The Math behind every model is very important. Without it, you can never become a Good Data Scientist. That is the reason, I have covered the Math behind every model in the intuition part of each Model.

Description

In this course, you are going to learn all types of Supervised Machine Learning Models implemented in Python. The Math behind every model is very important. Without it, you can never become a Good Data Scientist. That is the reason, I have covered the Math behind every model in the intuition part of each Model.

Implementation in Python is done in such a way so that not only you learn how to implement a specific Model in Python but you learn how to build real times templates and find the accuracy rate of Models so that you can easily test different models on a specific problem, find the accuracy rates and then choose the one which give you the highest accuracy rate.I am looking forward to see you in the course..

Best
Who this course is for:

Anyone who wants to learn Supervised Machine Learning Models
Anyone who wants to learn the Math behind Machine Learning Models
Anyone curious about Data Science

Course content

Introduction
What is Machine Learning
Supervised vs Unsupervised Machine Learning Models
Installing the Spyder IDE
Data sets for the Course
Simple Linear Regression Model
Simple Linear Regression Intuition 1
Simple Linear Regression Intuition 2
Simple Linear Regression Intuition 3
Simple Linear Regression implementation in Python
Simple Linear Regression Python Part 1
Simple Linear Regression Python Part 2
Simple Linear Regression Python Part 3
Simple Linear Regression Python Part 4
Simple Linear Regression Python Part 5
Simple Linear Regression Python Part 6
Simple Linear Regression Python Part 7
Multiple Linear Regression Model Intuitions
Multiple Linear Regression Intuition 1
Multiple Linear Regression Intuition 2
Multiple Linear Regression Intuition 3
Multiple Linear Regression Intuition 4
Multiple Linear Regression Intuition 5
Multiple Linear Regression Intuition 6
Multiple Linear Regression Model implementation in Python
Multiple Linear Regression Python 1
Multiple Linear Regression Python 2
Multiple Linear Regression Python 3
Multiple Linear Regression Python 4
Multiple Linear Regression Python 5
Multiple Linear Regression Python 6
Multiple Linear Regression Python 7
Polynomial Regression Model Intuitions
Polynomial Regression Intuition 1
Polynomial Regression Model implementation in Python
Polynomial Regression Python 1
Polynomial Regression Python 2
Polynomial Regression Python 3
Ridge Regression Model Intuitions
Ridge Regression Intuition 1
Ridge Regression Intuition 2
Ridge Regression implementation in Python
Ridge Regression Python 1
Ridge Regression Python 2
Ridge Regression Python 3
Ridge Regression Python 4
Lasso Regression Model Intuition
Lasso Regression Intuition 1
Lasso Regression implementation in Python
Lasso Regression Python 1
Lasso Regression Python 2
Lasso Regression Python 3
Lasso Regression Python 4
Decision Tree Regression Model Intuition
Decision Tree Regression Intuition 1
Decision Tree Regression implementation in Python
Decision Tree Regression Python 1
Decision Tree Regression Python 2
Decision Tree Regression Python 3
Decision Tree Regression Python 4
Decision Tree Regression Python 5
Random Forest Regression Model Intuition
Random Forest Regression Intuition 1
Random Forest Regression implementation in Python
Random Forest Regression Python 1
Random Forest Regression Python 2
Random Forest Regression Python 3
K Nearest Neighbors Model
KNN Intuition
K Nearest Neighbors implementation in Python
KNN Python 1
KNN Python 2
Logistic Regression Model
Logistic Regression Intuition
Logistic Regression implementation in Python
Logistic Regression Python 1
Logistic Regression Python 2
Logistic Regression Python 3
Logistic Regression Python 4
Logistic Regression Python 5
Logistic Regression Python 6
Decision Tree Classification Model
Decision Tree Classification Intuition
Decision Tree Classification Intuition 2
Decision Tree Classification implementation in Python
Decision Tree Classification Python 1
Decision Tree Classification Python 2
Decision Tree Classification Python 3
Decision Tree Classification Python 4
Random Forest Classification Model
Random Forest Classification Intuition
Random Forest Classification implementation in Python
Random Forest Classification Python 1
Random Forest Classification Python 2
Random Forest Classification Python 3
Random Forest Classification Python 4
Random Forest Regression Python 5
The Naive Bayes Classification Model
Naive Bayes Intuition 1
Naive Bayes Intuition 2
Naive Bayes implementation in Python
Naive Bayes Python 1
Naive Bayes Python 2
Naive Bayes Python 3
Naive Bayes Python 4
Support Vector Classification Model
Support Vector Classification Intuition
Support Vector implementation in Python
Support Vector Classification Python 1
Support Vector Classification Python 2
Support Vector Classification Python 3
Support Vector Classification Python 4
Support Vector Classification Python 5


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