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Python codes for common Machine Learning Algorithms

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Name		Name	Last commit message	Last commit date
03_Numpy_Notebook.ipynb		03_Numpy_Notebook.ipynb
05a_Matplotlib_Notebook.ipynb		05a_Matplotlib_Notebook.ipynb
05b_Exploring Indicator's Across Countries.ipynb		05b_Exploring Indicator's Across Countries.ipynb
05c_Folium_Notebook.ipynb		05c_Folium_Notebook.ipynb
A Simple Classification.ipynb		A Simple Classification.ipynb
Build Recommender System in an Hour - Part 2.ipynb		Build Recommender System in an Hour - Part 2.ipynb
CLV_Non_Contractual.ipynb		CLV_Non_Contractual.ipynb
CLV_Online_Retail.ipynb		CLV_Online_Retail.ipynb
Classifier Visualization.ipynb		Classifier Visualization.ipynb
Consumer_complaints.ipynb		Consumer_complaints.ipynb
Customer_Segmentation_Online_Retail.ipynb		Customer_Segmentation_Online_Retail.ipynb
Customer_Segmentation_Whosale.ipynb		Customer_Segmentation_Whosale.ipynb
Ease_of_Business.ipynb		Ease_of_Business.ipynb
Employee_Turnover.ipynb		Employee_Turnover.ipynb
European Soccer Regression Analysis using scikit-learn.ipynb		European Soccer Regression Analysis using scikit-learn.ipynb
Evaluation.ipynb		Evaluation.ipynb
Hotel Optimize Click-through.ipynb		Hotel Optimize Click-through.ipynb
Hotel recommendation.ipynb		Hotel recommendation.ipynb
Introduction to Data Science in Python - Soccer Data Analysis.ipynb		Introduction to Data Science in Python - Soccer Data Analysis.ipynb
Introduction to Pandas.ipynb		Introduction to Pandas.ipynb
LDA.ipynb		LDA.ipynb
Logistic Regression balanced.ipynb		Logistic Regression balanced.ipynb
Logistic Regression in Python - Step by Step.ipynb		Logistic Regression in Python - Step by Step.ipynb
Machine Learning for Diabetes.ipynb		Machine Learning for Diabetes.ipynb
Mercari Price Suggestion Lightgbm.ipynb		Mercari Price Suggestion Lightgbm.ipynb
Multi label text classification.ipynb		Multi label text classification.ipynb
Multiple Linear Regression.ipynb		Multiple Linear Regression.ipynb
NYC taxi fare.ipynb		NYC taxi fare.ipynb
Natural Language Processing of Movie Reviews using nltk .ipynb		Natural Language Processing of Movie Reviews using nltk .ipynb
Predict hotel booking.ipynb		Predict hotel booking.ipynb
Predict_Bay_Area_Home_Price.ipynb		Predict_Bay_Area_Home_Price.ipynb
Price Elasticity of Demand.ipynb		Price Elasticity of Demand.ipynb
PySpark_Basic_DataFrame_Operations.ipynb		PySpark_Basic_DataFrame_Operations.ipynb
Quantile Regression.ipynb		Quantile Regression.ipynb
README.md		README.md
Recommender Systems - The Fundamentals.ipynb		Recommender Systems - The Fundamentals.ipynb
Recursive least squares.ipynb		Recursive least squares.ipynb
Regression Diagnostics.ipynb		Regression Diagnostics.ipynb
Regression Plots.ipynb		Regression Plots.ipynb
SF_Crime_Text_Classification_PySpark.ipynb		SF_Crime_Text_Classification_PySpark.ipynb
Simple Linear Regression.ipynb		Simple Linear Regression.ipynb
Softmax function.ipynb		Softmax function.ipynb
Solving A Simple Classification Problem with Python.ipynb		Solving A Simple Classification Problem with Python.ipynb
Spark DataFrames Project Exercise_Udemy.ipynb		Spark DataFrames Project Exercise_Udemy.ipynb
Supervised Learning - Part I.ipynb		Supervised Learning - Part I.ipynb
Supervised Learning - Part II.ipynb		Supervised Learning - Part II.ipynb
Text Classification Keras.ipynb		Text Classification Keras.ipynb
Text Classification keras_consumer_complaints.ipynb		Text Classification keras_consumer_complaints.ipynb
Time Series Forecastings.ipynb		Time Series Forecastings.ipynb
Topic Modeling.ipynb		Topic Modeling.ipynb
Unsupervised Learning.ipynb		Unsupervised Learning.ipynb
Using the Twitter API for Tweet Analysis.ipynb		Using the Twitter API for Tweet Analysis.ipynb
Weather Data Classification using Decision Trees.ipynb		Weather Data Classification using Decision Trees.ipynb
Weather Data Clustering using k-Means.ipynb		Weather Data Clustering using k-Means.ipynb
Working with Databases.ipynb		Working with Databases.ipynb
Zakka_Canada_CLV.ipynb		Zakka_Canada_CLV.ipynb
adspy_shared_utilities.py		adspy_shared_utilities.py
beef.csv		beef.csv
breast_cancer_predict.ipynb		breast_cancer_predict.ipynb
data_preprocessing.py		data_preprocessing.py
dataset.csv		dataset.csv
diabetes.csv		diabetes.csv
fruit_data_with_colors.txt		fruit_data_with_colors.txt
machine learning spaCy.ipynb		machine learning spaCy.ipynb
research_paper.csv		research_paper.csv
scatter_plots.ipynb		scatter_plots.ipynb
stack_over_flow_auto_tagging.ipynb		stack_over_flow_auto_tagging.ipynb
topic_modeling_Gensim.ipynb		topic_modeling_Gensim.ipynb
visuals.py		visuals.py

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Machine-Learning-with-Python

Python codes for common Machine Learning Algorithms

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Python codes for common Machine Learning Algorithms

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