Siddharth Sudhakar's repositories
K-means-clustering-using-RFM-variables
Segmented customers based on Recency,Frequency & Monetary Value (RFM) metrics using K-means clustering algorithm
Covid-19-and-Aviation-Industry
The goal of this project is to analyse the impact of Covid-19 on the Aviation industry through data engineering processes using technologies such as Apache Airflow, Apache Spark, Tableau and couple of AWS services
Data-Analysis-with-R
This repository contains my Exploratory Data Analysis projects using R
Marketing-Campaign-Analysis
The project aims at analyzing the data generated in a marketing campaign carried out by a banking institution to convince potential customers to invest in a bank term deposit scheme.
Stock-Exchange-Analysis
Created a data pipeline using sqoop to ingest data from sql server into the hive table and used hive for feature engineering and analysis.
Autoencoders
Keras implementation of various types of autoencoders
airflow-materials-vm
Materials for the course The Complete Hands-On Introduction to Apache Airflow
Apache-Kafka-in-Python
Source code for the Apache Kafka in Python video series
data-engineering-practice
Data Engineering Practice Problems
Gensim-Topic-Modeling
An implementation of Topic Modeling with Gensim and NLTK
Kafka-basics
Demo of Kafka Producer and Consumer API
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
People-Counting-in-Real-Time
People Counting in Real-Time with an IP camera.
PySpark-ML
Collection of my ML projects using PySpark
python-docs-samples
Code samples used on cloud.google.com
Resourceify
A curated list of everything you need in the field of Data Science, Machine Learning and Artificial Intelligence including but not limited to Online Courses, Documentations, Blogs, Podcasts, Cheatsheets, research papers, latest developments etc.. arranged in sub-domains and further by the language or framework being used.
spark
Apache Spark - A unified analytics engine for large-scale data processing
Spark-kmeans
An implementation of K-means algorithm using Spark MLlib and Scala
spark_submit_airflow
Simple repo to demonstrate how to submit a spark job to EMR from Airflow
tone-analyzer-nodejs
Sample Node.js Application for the IBM Tone Analyzer Service