项目作者： SohelRaja

项目描述：

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

高级语言： Jupyter Notebook

项目主页：

项目地址: git://github.com/SohelRaja/Machine-Learning-Journey.git

创建时间： 2019-03-31T06:59:07Z
项目社区：https://github.com/SohelRaja/Machine-Learning-Journey
开源协议：
下载

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.ipynb)
2. Multiple Variables
For USA Housing Dataset.ipynb)
For Ecommerce Customers Dataset.ipynb)
For 50 StartUps Dataset.ipynb)

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

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