Posts within category: Capstone

Understanding The Drivers Of CTR In Mobile Display Advertising
Introduction: According to the Wireless Association’s Website (www.ctia.org), there were approximately 255.4 million American wireless subscribers, representing a...
Predicting Customer's Drink of Choice From Real-Time Image Capture
Introduction Our team had the privilege of collaborating with the data science team of one of the largest...
Analyzing and Predicting European Soccer Match Outcomes
Introduction Soccer, in my opinion,  is not only  the most popular but  the  best sport in the world....
Identifying "Fake News" With NLP
Introduction What is fake news? We’ve all heard of it, but it is not always easy to identify....
Recommending your car brand
Buying a new car is a big and exciting step, especially when it is your first car. Research...
Instacart Market Basket Analysis - Reorder Analysis
Introduction InstaCart market basket analysis was a Kaggle competition that was open early 2016 and was conducted by...
Build up 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...
A.I. Development for Two Sigma Halite II Challenge
Introduction Halite is an open source artificial intelligence programming challenge, created by Two Sigma, where players build bots...
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...
Real time Yelp reviews analysis and response solutions for restaurant owners
Motivation Before trying a new restaurant, we frequently consult with review platforms, such as Yelp, Zomato, or Google,...
Redefining Cancer Treatment: Predicting Gene Mutations to Advance Personalized Medicine
Introduction and Project Scope One of the most exciting frontiers for machine learning is the field of medical...
Employee Attrition Analysis
Introduction Attrition is a common issue that every company has to deal with. The goal of the HR analytics project...
Facial Expression Recognition with Tensorflow
Introduction: What's Deep Learning? If you have a basic understanding of Neural Network, then it's easy to explain....
Credit Card Fraud Detection
Introduction One of the major pain points for the credit card industry has been to accurately find potential...

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