Search

Chat With Us

    Algorithms for Massive Data Science
    Go to Carnegie Mellon University
    Carnegie Mellon University

    Algorithms for Massive Data Science

    Carnegie Mellon University

    Carnegie Mellon University

    flag

    United States of America, Pittsburgh

    University RankQS Ranking
    58

    Key Facts

    Program Level

    PhD (Philosophy Doctorate)

    Study Type

    Full Time

    Delivery

    On Campus

    Application Fee

    USD 75 

    Campuses

    Main Site

    Program Language

    English

    Start & Deadlines

    Next Intake Deadlines22-Aug-2022
    Apply to this program

    Go to the official application for the university

    Duration 4 year(s)
    Tuition Fee
    USD 45,700  / year
    Next Intake 22-Aug-2022

    Algorithms for Massive Data Science

    About

    Data sets have grown to an astonishing size and companies like Yahoo, Google and Twitter are processing up to a petabyte of data every day. There is an opportunity to discover more and better information by processing large data sets. While this opportunity exists, current computational methods frequently fail to scale to data sets of enormous size. Due to this, new methods are being developed to handle the ever increasing size of data sets. This course will focus on a subset of recent algorithmic developments for handling large data. The course will introduce algorithms for massively distributed models of computation. These models are designed to capture frameworks such as Spark, Hadoop and MapReduce used for deploying algorithms in a data center. The course will cover streaming algorithms, an alternative approach where the methods do not store the entire data set in memory. This will be primarily a theoretical course focusing on algorithm design. Applications discussed will be motivated by real world challenges.

    Requirements

    Entry Requirements

    GPA

    3.41

    Average

    3.43

    Median

    3.03-3.76

    Middle 80%

    English Program Requirements

    Candidates are required to demonstrate a level of competence in English to meet the admissions requirements of the university. You are required to take a TOEFL, IELTS, or Duolingo exam unless:

    • You attended an undergraduate institution, earning a bachelor’s degree, where the sole language of instruction was English.
    • You earned a graduate degree where the sole language of instruction was English. (Although not required, we do recommend that you take the English Language Proficiency exam.)

    You must request that the official score be sent from the testing agency to our program for us to verify the score entered into the application. Request that the official score be sent to us using the following codes:

    • TOEFL Program Code: Institutional Code = 2074; Departmental Code = 02
      • Pro Tip: The recommended TOEFL score is 25 on each section of the Internet-based test. The minimum TOEFL scores required to apply for admission are: Reading: 20, Listening: 20, Speaking: 20, Writing: 20
    • IELTS Program Code: Select Carnegie Mellon and the Tepper School of Business 
      • Pro Tip: The recommended IELTS score is 7 overall and 7 in each band. The minimum IELTS scores required to apply for admission are: Listening: 7, Reading: 7, Writing: 7, Speaking: 7, Overall Band: 7
    • Duolingo Program Code: Select Carnegie Mellon University – Tepper School of Business
      • Pro Tip: The recommended Duolingo English Test (DET) score is 120 overall

    Pro Tip: TOEFL and IELTS scores are valid for two years and must be valid at the time you submit your application.

    Pro Tip: If you earned a degree from a non-U.S. institution, your academic documents should state that the sole language of instruction for the entire university was English in order to be eligible for a TOEFL/IELTS/Duolingo waiver. If your academic documents don’t include this, you should upload an official letter from the University Registrar indicating English as the mode of instruction for the entirety of the degree.

    Fee Information

    Tuition Fee

    USD 45,700 

    Application Fee

    USD 75 
    Carnegie Mellon University

    Algorithms for Massive Data Science

    Carnegie Mellon University

    [object Object]

    United States of America,

    Pittsburgh

    Similar Programs

    Other interesting programs for you

    Find More Programs
    Wishlist