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benuk005/benuk005 is a ✨ special ✨ repository because its README.md (this file) appears on your GitHub profile.

Flight-Price-Prediction
Created a tool that estimates Flight Prices to help users look for best prices when booking flight tickets.
Engineered features from the Departure Time, Date of Journey, to quantify the data and make it more understandable.
Optimized multiple Regression models using GridsearchCV to reach the best model.
Built a client facing API using flask
Codes and Resources Used
Python Version: 3.8.5
Packages: pandas, numpy, sklearn, matplotlib, seaborn, flask, json, pickle
For Web Framework Requirements: pip install -r requirements.txt
Dataset: https://www.kaggle.com/nikhilmittal/flight-fare-prediction-mh
Flask Productionization: https://towardsdatascience.com/productionize-a-machine-learning-model-with-flask-and-heroku-8201260503d
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benuk005's Projects

30-days-of-python

30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace.

The program can be used to scrape the content from an article from web by an input of a set of URLs in a text file or a URL. This project uses newspaper3k and python-docx libraries. The output of this program will give a neatly modified Word Document in '.docx' format with the contents of the article.

awesome-flask

A curated list of awesome things related to Flask

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

aws-cdk-pipelines-datalake-etl

This solution helps you deploy ETL jobs on data lake using CDK Pipelines.

aws-etl-orchestrator

A serverless architecture for orchestrating ETL jobs in arbitrarily-complex workflows using AWS Step Functions and AWS Lambda.

benuk005

Config files for my GitHub profile.

big-data-engineering-project

Big Data Engineering practice project, including ETL with Airflow and Spark using AWS S3 and EMR

ci-cd-pipeline-on-aws-for-python

AWS CloudFormation template for CI/CD pipeline on AWS for Python

data-engineering-nanodegree

Solution to all projects of Udacity's Data Engineering Nanodegree: Data Modeling with Postgres & Cassandra, Data Warehouse with Redshift, Data Lake with Spark and Data Pipeline with Airflow.