Siddharth Sudhakar's Projects
Materials for the course The Complete Hands-On Introduction to Apache Airflow
Source code for the Apache Kafka in Python video series
Keras implementation of various types of autoencoders
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
To predict behavior to retain customers
This repository contains my Exploratory Data Analysis projects using R
Projects done in the Data Engineering Nanodegree by Udacity.com
Data Engineering Practice Problems
Notebooks for learning deep learning
An implementation of Topic Modeling with Gensim and NLTK
Segmented customers based on Recency,Frequency & Monetary Value (RFM) metrics using K-means clustering algorithm
Demo of Kafka Producer and Consumer API
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.
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Exploratory Data Analysis(EDA) and Visualization of movies and shows in Netflix.
People Counting in Real-Time with an IP camera.
Collection of my ML projects using PySpark
Code samples used on cloud.google.com
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.
Apache Spark - A unified analytics engine for large-scale data processing
An implementation of K-means algorithm using Spark MLlib and Scala