MayukhSobo/AnalyticsVidya_Contests

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MayukhSobo/AnalyticsVidya_Contests

MayukhSobo

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Repository holds all the contests and Hackathons from Analytics Vidya

EnronFraud

Fraud Detection by finding the Person of Interest (POI)

Jupyter Notebook

BaseBall

This contains the BaseBall players, managers, teams analysis

stroop_effect

Loan_EDA

EDA for Prosper Loan data

OpenStreetMap

Data wrangle of Open Street Map data. This is location agnostic.

Jupyter Notebook

Conv4RNN

Sentence classification using Conv1d instead of LSTMs on Amazon Food Review Dataset

OztronMonitor

CreditMateHiring

Hiring Challenge for CreditMate

Jupyter Notebook

CustomerSegments

Use Unsupervised Learning method to extract different customer segments based on their buying pattern and their behaviour

Awesome-Snippets

Some awesome snippets for the data science community

CharityML

Finding out people who earn more than 50k to locate probable donors using Machine Learning

BoilerPlate

Boilerplate codes for TensorFlow Projects

TensorFlowData

This shows how to use data from different sources using new tensorflow dataset api

Jupyter Notebook

ML

Implementaion of some basic Mahine Learning Algorithms

Jupyter Notebook

vector-math

Vectorised math for machine learning implementation

Local-Outlier-Factor

An elegant way to detect outliers in a multidimensional dataset

Jupyter Notebook

SGD----LR

Stochastic Gradient Descend for Multi Dimensional Linear Regression without Regularization

Jupyter Notebook