Posts within category: Spark

How to prepare for a data science interview
You’ve spent months studying data science, now it’s time to find a job in the industry. Fortunately, companies...
CTR Prediction in RTB Display Advertising
Authors: Quentin Picard, Yongguang Qin, Chung Meng Lim, Daniel Park Introduction For our Capstone Project at NYC Data...
Big Data Analytics: from Impressions to Clicks
Post Content: About the Project Data Exploration Steps Data Exploration: Duplication in Clicks Dataset Merging Impressions & Clicks...
Web Scraping and Analysis of Wines on Vivino.com
Introduction As someone with a taste for  good red wine and coffee but with the limited funds of...
Build A Near Real-Time Twitter Streaming Analytical Pipeline From Scratch Using Spark and AWS
  Introduction: This blog is about the technical implementation of streaming analysis pipeline in our capstone project: Creating...
Feed The Beast: A Roadmap To A Spark-Based Cryptocurrency Analyzer
"Give me a place to stand, and I will move the world." A strong statement from the Greek mathematician, Archimedes,...
A Hybrid Recommender with Yelp Challenge Data -- Part I
This is the first part of the Yelper_Helper capstone project blog post. Please find the second part here....
Predicting Stock Movement of Hang Seng's Components
Introduction This post is about the capstone project we are supposed to deliver at the end of the NYC...
Predicting clicks in mobile advertising: An experiment
Introduction  Advertising is a multi-billion dollar industry that acts as a bridge between companies and their customers. While...
Predicting Success on Stack Overflow
Can machine learning models outcompete humans in outcomes prediction on the popular tech Q&A site? Introduction As the...
From Material Science to Machine Learning Engineer at Capital One
David Steinmetz went from a Materials Science PhD to a Machine Learning Engineer Capital One. As a self-described...
Match job with your skill: A simple job recommendation system
Background Introduction: Data scientists are in great demand: In 2012, Harvard Business Review declared that the s data...
A Hybrid Recommender with Yelp Challenge Data -- Part II
Part II: Building Our Pipeline: Kafka, Spark, & Flask In Part I of our blog post, we covered the...
Creating a Real-time Streaming Analytical Platform to manage social media marketing campaign
Motivation and Vision The goal of the project was to provide actionable, scalable and data-driven insights to marketing...

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