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bigdata

This repository hosts the code/projects/demos/slides for Big Data technologies under Apache Hadoop and Apache Spark umbrella.

bigdataretail

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

data-engineering-gcp

Data Engineering on Google Cloud Platform

datasciencecoursera

Coursera data science test repo

datasharing

The Leek group guide to data sharing

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

frank-kanes-taming-big-data-with-apache-spark-and-python

Frank Kane's Taming Big Data with Apache Spark and Python, published by Packt

gcp-data-engineer-exam

Study materials for the Google Cloud Professional Data Engineering Exam

getting-and-cleaning-data-week-4-

Merge, clean and summarize data

gwu_data_mining

Materials for GWU DNSC 6279 and DNSC 6290.

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

headlines

Automatically generate headlines to short articles

how_to_make_a_text_summarizer

This is the code for "How to Make a Text Summarizer - Intro to Deep Learning #10" by Siraj Raval on Youtube

iitr-deep-learning-spl-tf2

Deep Learning Specialization course by IIT Roorkee (Using python, numpy, pandas, sklearn,TensorFlow 2)

intelligent-projects-using-python

Intelligent Projects Using Python, published by Packt

kafka-realtime-etl

Exploring an end-to-end data pipeline with Kafka https://www.dezyre.com/hackerday/streaming-etl-in-kafka-with-ksql

learning-pyspark

Code repository for Learning PySpark by Packt

log-file-processing

Course content for hackerdays - "Processing web server log" and "Real time log processing using streaming architecture" - https://www.dezyre.com/hackerday/real-time-log-processing-using-streaming-architecture

ml

Machine Learning Projects and Learning Content

models

A collection of pre-trained, state-of-the-art models in the ONNX format

news-headline-generation

Our goal is to implement text summarization by generating headline for a news body using recurrent neural networks. We attempt to reproduce the results in the paper: https://arxiv.org/pdf/1512.01712.pdf

practice_assignment

Practice assignment for the R programming class on Coursera

programming-with-data

🐍 Learn Python and Pandas from the ground up

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

pyspark-boilerplate

A boilerplate for writing PySpark Jobs

pyspark-cookbook

PySpark Cookbook, published by Packt

pyspark-example-project

Example project implementing best practices for PySpark ETL jobs and applications.

pyspark-examples

Pyspark RDD, DataFrame and Dataset Examples in Python language

realtime-data-collect-agg