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911_calls

Datasets from Kaggle competition

ann

ANN on Churns modelling

connect4api

Play 2 player Connect 4 game using API

datasharing

The Leek group guide to data sharing

django-graphql-blogapi

Tried 101 implementation of Django + Graphene

docker-cron

Cron Scheduler as Docker container

eda_caterpiller-dataset

Exploratory data analysis on the Carterpiller dataset from Kaggle competition.

jobportal

Simple React application to view data from API

knn

K nearest neighbours

linear-regression-using-tenserflow

In this python notebook, I have used tensorflow for fitting a linear regression model on the artificial data.

loanlending-prediction

In this repository I have predictions on the data from a loan lending site. This is a real world data analysis. I have done a simple classification of data using Random Forest and Decision tree.

logistic-regression-using-tensorflow

Logistic Regression and NN on MNIST dataset using tensorflow

movie-recommendation-system

In this notebook, I have created an example how the movies are recommended to a user based on contents. I have used data from the popular MovieLens website.

pca-using-python

In this python notebook, I have used PCA on the dataset with very large dimension to reduce its feature using Principal component analysis(PCA)

pyspark_als_movielens-

In this repository, I have two notebooks. First is implementing ALS on PySpark dataframes. Second is implementing ALS on PySpark RDD.

r_handbook

my repository

real-time-bus-tracking

Problem: One of the famous data scientist Travis travelled to Chicago and took Clark Street #22 bus up to his office. Unfortunately, He lefts his suitcase on the bus. So, my task was to get that suitcase back. Solution: Looking forward to this problem, I decided to track the bus that Travis took from the Clark Street. So, I hacked transit data from the website of Chicago Transit Authority(CTA) and tried to monitor the bus using its real-time GPS tracking. I gathered the data from the website and parse the XML data using python and find the suspect buses by getting the ID of the bus and monitor there latitude and longitude till they reach back to Travis office.

rnn-lstm-ptb

A walkthrough of the TensorFlow tutorial on LSTM

rnn-on-ptb-using-lstm

In this notebook, I have applied LSTM on the famous pen tree bank dataset.

seaborn-visualization

Visualization via seabon package

spam-ham-filter-using-nlp

In this notebook, I have created a SPAM and HAM filter predictions on the dataset Spam ham collection from UCI repository

stacksearch

stocks_analysis

This repository tells how to analyse on the stocks.

svc-on-cancer-data

SVC model predictions on cancer dataset of sklearn and also used GridSearchCV to find the best parameters for the SVC model

svm_classifier

SVM model on Titanic dataset