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Pankhil Prajapati's Projects

aind-capstone icon aind-capstone

Machine Translation with RNNs. This is the capstone project for the Udacity AI Nanodegree.

algorithm icon algorithm

C++ Implementation of Algorithms (aka. Spaghetti Source)

c-plus-plus icon c-plus-plus

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

dash-oil-py icon dash-oil-py

clone from the ploty-repo to learn building of a dashboard

data_science_blog_post icon data_science_blog_post

Data Science Nano-degree project using Seattle Airbnb Open Data for feature scaling and visualizing

datalake_aws icon datalake_aws

Building an ETL pipeline that extracts their data from S3, processes them using Spark, and loads the data back into S3 as a set of dimensional tables

datamodeling_cassandra icon datamodeling_cassandra

The goal of this project is to define a data model that will help our data scientists answer questions about user activity. In this case, we are working with a NoSQL database, Apache Cassandra, which means we have to be especially intentional in our data modeling.

datapipeline_airflow icon datapipeline_airflow

Project has create high grade data pipelines that are dynamic and built from reusable tasks, can be monitored, and allow easy backfills. They have also noted that the data quality plays a big part when analyses are executed on top the data warehouse and want to run tests against their datasets after the ETL steps have been executed to catch any discrepancies in the datasets.

datawarehouse_aws icon datawarehouse_aws

Building an ETL pipeline that extracts their data from S3, stages them in Redshift, and transforms data into a set of dimensional tables.

dend-capstone icon dend-capstone

ETL-Pipeline with Spark I loaded a World development indicator dataset from the from Kaggle. The data gets transformed into an relational data model and passed to an postgreSQL database.

dog-breed-classifier icon dog-breed-classifier

Dog Breed Classifier. Using Transfer Learning in CNN. Udacity's Data Science Nanodegree Capstone Project

node-task--manager- icon node-task--manager-

Task managing for user in basic node application with included email notifications (In progess Not Deployed yet))

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