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Vishal Vikram Singh's Projects

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

aind icon aind

projects from Udacity Artificial intelligence nanodegree

charityml icon charityml

Application of supervised learning techniques to find out potential donors for CharityML foundation.

customer-segments-unsupervized-learning icon customer-segments-unsupervized-learning

applied unsupervised learning techniques on product spending data collected for customers of a wholesale distributor in Lisbon, Portugal to identify customer segments hidden in the data

dat5 icon dat5

General Assembly's Data Science course in Washington, DC

dat8 icon dat8

General Assembly's Data Science course in Washington, DC

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

Continually updated 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.

deeplearning.ai-summary icon deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

deeplearningproject icon deeplearningproject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

h2o-3 icon h2o-3

Open Source Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles...)

islr-python icon islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013) : Python code

klout icon klout

A minimalist klout API interface.

ml-enron-identifier icon ml-enron-identifier

Building a POI identifier using Supervised machine learning for ENRON Scandal (2001).The goal was to find out possible suspects of fraud using public dataset released by FBI in 2003.

nips2016 icon nips2016

A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2016

openstreetmap-project icon openstreetmap-project

Wrangling OpenStreetMap dataset and testing it for validity,consistency, authenticity using SQL.

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