Machine Learning and Data Science

Python Data Analytics, Machine Learning & Natural Language Processing

Introduction

As a software engineer i belive in constant learning. So i decided to create this repo to share my work and to learn from others. This repository contains different machine learning models and case studies which a newbie need to learn in order to start his/her journey in the machine learning world.

What kind of machine learning models?

Here you will find almost all famous machine learning model with a case studies. for example. Linear regression, polynomial regression , SVM classificaiton, KNN classifications, Neural network, Natural language processing, Sentimen Analysis, Visualization and others.

Can anyone participate in the repo?

Yes, if you are also willing to share your work with other people then you are totally welcome. You can share your work here also.

Name		Name	Last commit message	Last commit date
Latest commit History 44 Commits
.ipynb_checkpoints		.ipynb_checkpoints
CNN		CNN
output_files		output_files
Car_Purchasing_Data.csv		Car_Purchasing_Data.csv
EDA - Gapminder Dataset.ipynb		EDA - Gapminder Dataset.ipynb
Loan Amount.ipynb		Loan Amount.ipynb
Loan Amount_Rev.ipynb		Loan Amount_Rev.ipynb
Module-5-position-salary-prediction-polynomial-regression.ipynb		Module-5-position-salary-prediction-polynomial-regression.ipynb
Module_1_Data_Load_Save_Using_Pandas.ipynb		Module_1_Data_Load_Save_Using_Pandas.ipynb
Module_2_DataWrangling.ipynb		Module_2_DataWrangling.ipynb
Module_3_exploratory_data_analysis.ipynb		Module_3_exploratory_data_analysis.ipynb
Module_4_Model_Build_Performance.ipynb		Module_4_Model_Build_Performance.ipynb
Natural Language Processing -Spam Email Classifier.ipynb		Natural Language Processing -Spam Email Classifier.ipynb
Practice_google-play-store-analysis.ipynb		Practice_google-play-store-analysis.ipynb
README.md		README.md
Weather - Visualization.ipynb		Weather - Visualization.ipynb
_PRACTICE_height-weight-data-visualization-using-python.ipynb		_PRACTICE_height-weight-data-visualization-using-python.ipynb
_Practice_DATA_CLEANING_AND_LINEAR REGRESSION.ipynb		_Practice_DATA_CLEANING_AND_LINEAR REGRESSION.ipynb
__PRACTICE_Module2_HANDLING_MISSING_VALUE_WEATHER_DATA.ipynb		__PRACTICE_Module2_HANDLING_MISSING_VALUE_WEATHER_DATA.ipynb
convolutional-neural-network-fashion-mnist.ipynb		convolutional-neural-network-fashion-mnist.ipynb
credit-card-fraud-detection.ipynb		credit-card-fraud-detection.ipynb
delhi-weather-prediction-using-logistic-classifier.ipynb		delhi-weather-prediction-using-logistic-classifier.ipynb
e-signing-loan-approval-classification.ipynb		e-signing-loan-approval-classification.ipynb
height-weight-regression-classification.ipynb		height-weight-regression-classification.ipynb
india-crime-against-women-analysis.ipynb		india-crime-against-women-analysis.ipynb
knn-classification-animal-classification.ipynb		knn-classification-animal-classification.ipynb
movie-review-sentiment-analysis-nlp.ipynb		movie-review-sentiment-analysis-nlp.ipynb
natural-language-processing-spam-email-classifier.ipynb		natural-language-processing-spam-email-classifier.ipynb
pima-india-diabetes-prediction-logistic-regressio.ipynb		pima-india-diabetes-prediction-logistic-regressio.ipynb
svm-breast-cancer-classification.ipynb		svm-breast-cancer-classification.ipynb
webscraping_example1.r		webscraping_example1.r
winequality-red.csv		winequality-red.csv

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Machine Learning and Data Science

Introduction

What kind of machine learning models?

Can anyone participate in the repo?

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