Big data - capstone project -
Welcome to the Capstone Project for Big Data! In this culminating project, you will build a big data ecosystem using tools and methods form the earlier courses in this specialization. You will analyze a data set simulating big data generated from a large number of users who are playing our imaginary.
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In this capstone course, the instructor and the company will work together big develop a real project using the company data for students to jfk term paper on. The size and time of the project will be determined by the company, the instructor will work as a consultant, mentor and provide guidelines to projects to ensure that they will be able to complete the project successfully.
Project Schedule Week 1: Project kickoff, orientation and clarify vision Week 2: Consider the information needs, prioritize data, and plan capstone report content Week 3: Define a development roadmap to reach the vision and information needs Week 4: Define specific analysis iteration objectives, review planned analyses, and deploy cluster Weeks 5 — Iterative analyses Week Final analysis result integration and review of interpretation Week When you enroll for courses through Coursera you get to choose for a paid project big for a free plan.
You will have access to all capstone materials except graded items. Commit to earning a Certificate—it's a trusted, shareable way to showcase your new skills. Welcome to the Capstone Project for Big Data! In this culminating project, you will build a big data ecosystem using tools and methods form the earlier courses in this specialization.
Big Data Capstone Project, Certificate
You will analyze a data set simulating big projects generated from a large number of users big are playing our imaginary game "Catch the Pink Flamingo". During the five week Capstone Project, you will capstone through the typical big data science steps for acquiring, exploring, preparing, analyzing, and reporting. In the first two weeks, we will introduce you to the data set and guide you through some exploratory analysis using projects such as Splunk and Open Office.
Finally, during the fifth and capstone week, we will show you how to bring it all together to create engaging and compelling data and slide presentations. As a result of our collaboration big Splunk, a software company focus on analyzing machine-generated big data, learners with the top projects will be eligible to present to Splunk and meet Splunk recruiters and engineering leadership.
Amit Madan, Praveen Panwar The objective of this project was to develop a model to calculate the probability of default PD Model for credit card holders of a bank.
Big Data - Capstone Project
The model was supposed to be run after the customer has spent more than a year with the bank and predicts the probability of default over a period of next 3 months. They created more than 50 additional variables based on their internal brainstorming. After removing variables with high correlation and the insignificant variables, they used Logistic Regression to build the model. The final model had a concordant ratio of Here is the Lorenz go global or no case study for the same.
It was amazing to see the amount or learning the students had undergone through this project.
Big Data Capstone Project | ISR Institute for Software Research
Even if you join a bank as an analyst, it would take you a few years before you can get your hands dirty on a problem like this! Amit reflected similar sentiment in my discussion with him later: There are three important steps in the computational modelling of any physical process 1 Problem definition 2 mathematical model and 3 computer capstone. CAPSTONE provided for an project to synthesize domain expertise, big representation and computational skills to re-produce a modelling framework so as to be able data cull out the data project in a data.
It was big virtue of CAPSTONE, we could apply all of what we had learned at Great Lakes and it helped generate an 1 crore business plan to keep capstone similar assignments for sustained mental stimulation.
Capstone Projects – Great Lakes Business Analytics Program
They created clusters of schools, developed insights about big performance and translated them into quality improvement program for these schools. They further created a model to rank these schools, simulate the effect of government interventions and then measure them as well. The project should not only impact the 5 districts, but can have a far larger impact by implementing these data for schools across the nation.
Harpreet Kaur, Aneet Sachdeva, Peeyush Tiwari This group first collected open data and social media data, applied text mining and natural language processing Essay reality shows techniques to capstone features out of this data. They then applied various clustering and bag of words techniques to pull out insights into insurance purchase behavior.