SohelRaja / Machine-Learning-Journey Public

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Linear Regression, Logistic Regression, Polynomial Regression, KNN Classification, Decision Tree Classifier, Random Forest Classifier, Support Vector Machine

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Name		Name	Last commit message	Last commit date
Latest commit History 30 Commits
Decision Tree And Random Forest		Decision Tree And Random Forest
KMeans Clustering		KMeans Clustering
KNN_Classification		KNN_Classification
Linear_Regression		Linear_Regression
Logistic_Regression		Logistic_Regression
Natural Language Processing		Natural Language Processing
Polynomial_Regression		Polynomial_Regression
SVM		SVM
.gitignore		.gitignore
README.md		README.md

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ML_World

Initial Requirement:

Python 3.*.*
numpy, pandas, matplotlib, sklearn, seaborn, nltk, ... packages
```
pip install numpy pandas matplotlib sklearn seaborn nltk
```

[Regression]

Linear Regression

1. Single Variable

Single Variable Linear Regression

2. Multiple Variables

Polynomial Regression

For Position Salaries Dataset

[Classification]

K Nearest Neighbors Classification

For Classified Data Dataset

Support Vector Machine

Decision Tree

Random Forest

Naive Bayes

[Clustering]

KMeans Clustering

[Natural Language Processing]

NLP