Repository for Python and Machine Learning

How to use

Go to a folder where you wanto to download this project to and type:

git clone https://github.com/sa48/Python.git

Afterwards you can run Jupyter Notebook in the python folder.

cd Python
jupyter notebook

The lessons and exercises will be updated everyday and you should do an update by issuing this command:

git pull

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Repository for Python and Machine Learning

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Name		Name	Last commit message	Last commit date
codes		codes
images		images
input		input
notes		notes
references		references
.gitignore		.gitignore
Exercise 1 Python Exercises.ipynb		Exercise 1 Python Exercises.ipynb
Exercise 2 Database Access.ipynb		Exercise 2 Database Access.ipynb
Exercise 3 Customer Segmentation using Clustering.ipynb		Exercise 3 Customer Segmentation using Clustering.ipynb
Iris.csv		Iris.csv
Lecture 1 Language Introduction-ModifiedDay1.ipynb		Lecture 1 Language Introduction-ModifiedDay1.ipynb
Lecture 1 Language Introduction.ipynb		Lecture 1 Language Introduction.ipynb
Lesson 2 Database Access-ModifiedDay1.ipynb		Lesson 2 Database Access-ModifiedDay1.ipynb
Lesson 2 Database Access.ipynb		Lesson 2 Database Access.ipynb
Lesson 3 K-Means Clustering.ipynb		Lesson 3 K-Means Clustering.ipynb
Lesson 4 Hierarchical Clustering.ipynb		Lesson 4 Hierarchical Clustering.ipynb
Lesson 5 DBSCAN Clustering.ipynb		Lesson 5 DBSCAN Clustering.ipynb
Lesson 6a Simple Data Cleansing Using Titanic Data.ipynb		Lesson 6a Simple Data Cleansing Using Titanic Data.ipynb
Lesson 6b Feature Engineering Example using Titanic Data.ipynb		Lesson 6b Feature Engineering Example using Titanic Data.ipynb
Lesson 6c Scatter Plot and Correlation.ipynb		Lesson 6c Scatter Plot and Correlation.ipynb
Lesson 7 Dimensionality Reduction.ipynb		Lesson 7 Dimensionality Reduction.ipynb
Lesson 8 Simple Artificial Neural Network.ipynb		Lesson 8 Simple Artificial Neural Network.ipynb
Lesson 8b Using a Trained Deep Learning Neural Network.ipynb		Lesson 8b Using a Trained Deep Learning Neural Network.ipynb
Lesson 9 Text Processing.ipynb		Lesson 9 Text Processing.ipynb
Lesson_10_Transfer_Learning.ipynb		Lesson_10_Transfer_Learning.ipynb
README.md		README.md
Solution 1 Python Exercises.ipynb		Solution 1 Python Exercises.ipynb
Solution 2 Database Access.ipynb		Solution 2 Database Access.ipynb
Style_Transfer_Example.ipynb		Style_Transfer_Example.ipynb
plot_iris_dataset.ipynb		plot_iris_dataset.ipynb

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