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automate-the-boring-stuff-with-python

Thanks to Al Sweigart : These Codes are examples or concepts given by Writer in The Famous Book AUTOMATE THE BORING STUFF WITH PYTHON

forecasting-passengers-for-airline-company

In this , i have tried to do forecast using all famous algorithms to compare the results

hierarchy_data

important-python-codes-for-data-analysis

All important python codes that are used in data analysis or data cleaning.

indians-diabetes-prediction-using-naive-bayes

The diagnostic, binary-valued variable investigated is whether the patient shows signs of diabetes according to World Health Organization criteria (i.e., if the 2 hour post-load plasma glucose was at least 200 mg/dl at any survey examination or if found during routine medical care). The population lives near Phoenix, Arizona, USA.

inventory-prediction

logistics-regression-modelling-for-advertisement

A company is launching a new type of product. Now it wants to send mail to customers. so it wants to predict Who are the potential customers

manipualting-excel-using-python

Doing all manual work in excel using python like importing excel file, deleting unnecessary columns, using lookup from other file and then saving output at desired location

missing-values

Converting Missing Values in Python Dataframe

multimodal-transportation-optimization

A project on using mathematical programming to solve multi-modal transportation cost minimization in goods delivery and supply chain management.

predict-dish-name

Predict name of dish by ingredients

predict-no.-of-upvotes---multiple-linear-regression

Analytics Vidya Challenge Problem (Question Definition : An online question and answer platform has hired you as a data scientist to identify the best question authors on the platform. This identification will bring more insight into increasing the user engagement. Given the tag of the question, number of views received, number of answers, username and reputation of the question author, the problem requires you to predict the upvote count that the question will receive.

predict-no.-of-upvotes-analytics-vidya-challenge

Analytics Vidya Challenge Problem (Question Definition : An online question and answer platform has hired you as a data scientist to identify the best question authors on the platform. This identification will bring more insight into increasing the user engagement. Given the tag of the question, number of views Analytics Vidya Challenge Problem (Question Definition : An online question and answer platform has hired you as a data scientist to identify the best question authors on the platform. This identification will bring more insight into increasing the user engagement. Given the tag of the question, number of views received, number of answers, username and reputation of the question author, the problem requires you to predict the upvote count that the question will receive. Analytics Vidya Challenge Problem (Question Definition : An online question and answer platform has hired you as a data scientist to identify the best question authors on the platform. This identification will bring more insight into increasing the user engagement. Given the tag of the question, number of views received, number of answers, username and reputation of the question author, the problem requires you to predict the upvote count that the question will receive. number of answers, username and reputation of the question author, the problem requires you to predict the upvote count that the question will receive.

predictive-model-for-employee-promotion

This was an hackathon organised by WNS to work on HR data to predict whether a employee will be promoted or not.

random-forset-regression-theory

A good read on random forest regression from Analytics Vidya

selenium-python

Selenium Python Bindings Documentation

statistics-for-data-scientists

Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"

supply-chain-and-logistics-analytics

supplychainpy

Supplychainpy is a Python library for supply chain analysis, modelling and simulation. The library assists a workflow that is reliant on Excel and VBA.

svm

Support Vector Machine in Python

thinkstats2

Text and supporting code for Think Stats, 2nd Edition