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Arun V Sankar's Projects

aas icon aas

Code to accompany Advanced Analytics with Spark from O'Reilly Media

accelerators icon accelerators

R based data science solution accelerator suite that provides templates for prototyping, reporting, and presenting data science analytics of specific domains

analytics_vidhya icon analytics_vidhya

Codes related to activities on AV including articles, hackathons and discussions.

assignment_nyc icon assignment_nyc

Use NYC Green Taxi data to implement a machine learning system to predict the expected tip amount for a trip.

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My notes pertaining to python programming, data analysis and visualization

data-science-ipython-notebooks icon data-science-ipython-notebooks

Recently updated with 50 new notebooks! Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep-learning-keras-tf-tutorial icon deep-learning-keras-tf-tutorial

Learn deep learning with tensorflow2.0, keras and python through this comprehensive deep learning tutorial series. Learn deep learning from scratch. Deep learning series for beginners. Tensorflow tutorials, tensorflow 2.0 tutorial. deep learning tutorial python.

gcp-mlops icon gcp-mlops

Source Code for the Udemy Course Machine Learning Ops on Google Cloud:Real World Data Science

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The Open Source Data Science Masters

h2o-tutorials icon h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

machine-learning-project-walkthrough icon machine-learning-project-walkthrough

An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!

mldds-courseware icon mldds-courseware

Slides and workshop content for the Machine Learning-driven Data Science Course

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