GitHub - edyoda/data-science-ml-foundation: Data Science & Machine Learning Foundation

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
.ipynb_checkpoints		.ipynb_checkpoints
data		data
human-resources-analytics		human-resources-analytics
03.01.Introduction to NumPy.ipynb		03.01.Introduction to NumPy.ipynb
03.02.Computation on NumPy.ipynb		03.02.Computation on NumPy.ipynb
03.03 Data Manipulation with Pandas.ipynb		03.03 Data Manipulation with Pandas.ipynb
Aggregation & Grouping.ipynb		Aggregation & Grouping.ipynb
Classfification.ipynb		Classfification.ipynb
Classification algos on Http CSIC 2010 dataset.ipynb		Classification algos on Http CSIC 2010 dataset.ipynb
Combining Datasets .ipynb		Combining Datasets .ipynb
DataScience-Demo.ipynb		DataScience-Demo.ipynb
Decision Trees and Random Forests.ipynb		Decision Trees and Random Forests.ipynb
Employee Exit Prediction.ipynb		Employee Exit Prediction.ipynb
Feature Engineering.ipynb		Feature Engineering.ipynb
Hyperparameters & Model validation.ipynb		Hyperparameters & Model validation.ipynb
Introducing Machine Learning.ipynb		Introducing Machine Learning.ipynb
Introducing Scikit-Learn - New.ipynb		Introducing Scikit-Learn - New.ipynb
Introducing Scikit-Learn.ipynb		Introducing Scikit-Learn.ipynb
KMeans Clustering.ipynb		KMeans Clustering.ipynb
Linear Regression 2.ipynb		Linear Regression 2.ipynb
Linear Regression New.ipynb		Linear Regression New.ipynb
Linear Regression Project.ipynb		Linear Regression Project.ipynb
Linear Regression.ipynb		Linear Regression.ipynb
Matplotlib - 3D Plots .ipynb		Matplotlib - 3D Plots .ipynb
Matplotlib - Histogram.ipynb		Matplotlib - Histogram.ipynb
Matplotlib - Legends - Colorbars - Subplots.ipynb		Matplotlib - Legends - Colorbars - Subplots.ipynb
Matplotlib - Plotting Lines.ipynb		Matplotlib - Plotting Lines.ipynb
Matplotlib - Scatterplots.ipynb		Matplotlib - Scatterplots.ipynb
Naive Bayes Classification.ipynb		Naive Bayes Classification.ipynb
NumPy - 2 - Computation.ipynb		NumPy - 2 - Computation.ipynb
NumPy - Intermediate.ipynb		NumPy - Intermediate.ipynb
NumPy - Introduction.ipynb		NumPy - Introduction.ipynb
NumPy Basics for Data Science.ipynb		NumPy Basics for Data Science.ipynb
Operating on Data in Pandas.ipynb		Operating on Data in Pandas.ipynb
Pandas - 1.ipynb		Pandas - 1.ipynb
Pandas - 3.ipynb		Pandas - 3.ipynb
Pandas - Aggregation and Grouping.ipynb		Pandas - Aggregation and Grouping.ipynb
Pandas - Hierarchical Indexing.ipynb		Pandas - Hierarchical Indexing.ipynb
Pandas - Introduction.ipynb		Pandas - Introduction.ipynb
Pandas - Merge & Join.ipynb		Pandas - Merge & Join.ipynb
Pandas - eval and query.ipynb		Pandas - eval and query.ipynb
PandasTime Series.ipynb		PandasTime Series.ipynb
Perceptron-new.ipynb		Perceptron-new.ipynb
Perceptron.ipynb		Perceptron.ipynb
Pivot Tables.ipynb		Pivot Tables.ipynb
Profiling and Timing Code.ipynb		Profiling and Timing Code.ipynb
PySpark_MLlib.ipynb		PySpark_MLlib.ipynb
Python 1.ipynb		Python 1.ipynb
Python 2.ipynb		Python 2.ipynb
Spark_Advanced_Topics.ipynb		Spark_Advanced_Topics.ipynb
TensorFlow - Linear Regression.ipynb		TensorFlow - Linear Regression.ipynb
TensorFlow Linear Regression.ipynb		TensorFlow Linear Regression.ipynb
Tensorflow Getting Started.ipynb		Tensorflow Getting Started.ipynb
Test Analysis.html		Test Analysis.html
Test Analysis.ipynb		Test Analysis.ipynb
Untitled.ipynb		Untitled.ipynb
Untitled1.ipynb		Untitled1.ipynb
Untitled2.ipynb		Untitled2.ipynb
Untitled3.ipynb		Untitled3.ipynb
Untitled4.ipynb		Untitled4.ipynb
Untitled5.ipynb		Untitled5.ipynb
Untitled6.ipynb		Untitled6.ipynb
Visualization with Matplotlib.ipynb		Visualization with Matplotlib.ipynb
Web Scrapper.ipynb		Web Scrapper.ipynb
Web-Scraping.ipynb		Web-Scraping.ipynb
Working with Strings.ipynb		Working with Strings.ipynb
california_cities.csv		california_cities.csv
cloud tag.ipynb		cloud tag.ipynb
current-surveys.jpg		current-surveys.jpg
data-gov-in.jpg		data-gov-in.jpg
devinfo.jpg		devinfo.jpg
human-resources-analytics.zip		human-resources-analytics.zip
lines.html		lines.html
lines1.html		lines1.html
links-icon.png		links-icon.png
network data analysis.ipynb		network data analysis.ipynb
numpy.pdf		numpy.pdf
nvsp-logo.jpg		nvsp-logo.jpg
o.jpg		o.jpg
o.png		o.png
public_0.jpg		public_0.jpg
s.jpg		s.jpg
slide1.png		slide1.png
smitha project.ipynb		smitha project.ipynb
t.jpg		t.jpg
tender-notices_1.jpg		tender-notices_1.jpg
to.png		to.png