GitHub - kunal-16/Data-Science-and-Machine-Learning: A beginners guide to learning basic data science and neural networks. This repository guides you through the use of essential libraries such as numpy,pandas,matplotlib, etc as well as important techniques such as Linear regression, logistic regression, NLP, KNN, PCA, etc. A well informed resource with easy understanding

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A beginners guide to learning basic data science and neural networks. This repository guides you through the use of essential libraries such as numpy,pandas,matplotlib, etc as well as important techniques such as Linear regression, logistic regression, NLP, KNN, PCA, etc. A well informed resource with easy understanding

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
01-Choropleth Maps.ipynb		01-Choropleth Maps.ipynb
01-Distribution Plots.ipynb		01-Distribution Plots.ipynb
01-Introduction to Pandas.ipynb		01-Introduction to Pandas.ipynb
01-Matplotlib Concepts Lecture.ipynb		01-Matplotlib Concepts Lecture.ipynb
01-NumPy Arrays.ipynb		01-NumPy Arrays.ipynb
02-Categorical Plots.ipynb		02-Categorical Plots.ipynb
02-Choropleth Maps Exercise.ipynb		02-Choropleth Maps Exercise.ipynb
02-Linear Regression Project.ipynb		02-Linear Regression Project.ipynb
02-Matplotlib Exercises.ipynb		02-Matplotlib Exercises.ipynb
02-Numpy Indexing and Selection.ipynb		02-Numpy Indexing and Selection.ipynb
02-Series.ipynb		02-Series.ipynb
03-Choropleth Maps Exercise - Solutions.ipynb		03-Choropleth Maps Exercise - Solutions.ipynb
03-DataFrames.ipynb		03-DataFrames.ipynb
03-Linear Regression Project - Solutions.ipynb		03-Linear Regression Project - Solutions.ipynb
03-Matrix Plots.ipynb		03-Matrix Plots.ipynb
03-Numpy Operations.ipynb		03-Numpy Operations.ipynb
04-Grids.ipynb		04-Grids.ipynb
04-Missing Data.ipynb		04-Missing Data.ipynb
05-Groupby.ipynb		05-Groupby.ipynb
05-Regression Plots.ipynb		05-Regression Plots.ipynb
06-Merging, Joining, and Concatenating.ipynb		06-Merging, Joining, and Concatenating.ipynb
06-Style and Color.ipynb		06-Style and Color.ipynb
07-Operations.ipynb		07-Operations.ipynb
08-Data Input and Output.ipynb		08-Data Input and Output.ipynb
Decision tree and random forest.ipynb		Decision tree and random forest.ipynb
KNN.ipynb		KNN.ipynb
Logistic Reg.ipynb		Logistic Reg.ipynb
NLP.ipynb		NLP.ipynb
PCA.ipynb		PCA.ipynb
capstone.ipynb		capstone.ipynb
finance project.ipynb		finance project.ipynb
geographical plotting.ipynb		geographical plotting.ipynb
kmeans cluster.ipynb		kmeans cluster.ipynb
linear reg project.ipynb		linear reg project.ipynb
linear regression.ipynb		linear regression.ipynb
plotly.ipynb		plotly.ipynb
recommender system.ipynb		recommender system.ipynb
seaborn assignment.ipynb		seaborn assignment.ipynb
seaborn.ipynb		seaborn.ipynb
svm.ipynb		svm.ipynb