Introduction to Big Data

Introduction to Big Data

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15 h
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  • From www.coursera.org
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  • Self-paced
  • Free Access
  • Fee-based Certificate
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  • 3 Sequences
  • Introductive Level
  • Субтитры доступны на Arabic, Korean, Hindi, Persian

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Course details

Syllabus

  • Week 1 - Welcome
    Welcome to the Big Data Specialization! We're excited for you to get to know us and we're looking forward to learning about you!
  • Week 1 - Big Data: Why and Where
    Data -- it's been around (even digitally) for a while. What makes data "big" and where does this big data come from?
  • Week 2 - Characteristics of Big Data and Dimensions of Scalability
    You may have heard of the "Big Vs". We'll give examples and descriptions of the commonly discussed 5. But, we want to propose a 6th V and we'll ask you to practice writing Big Data questions targeting this V -- value.
  • Week 2 - Data Science: Getting Value out of Big Data
    We love science and we love computing, don't get us wrong. But the reality is we care about Big Data because it can bring value to our companies, our lives, and the world. In this module we'll introduce a 5 step process for approaching data science problems.
  • Week 3 - Foundations for Big Data Systems and Programming
    Big Data requires new programming frameworks and systems. For this course, we don't programming knowledge or experience -- but we do want to give you a grounding in some of the key concepts.
  • Week 3 - Systems: Getting Started with Hadoop
    Let's look at some details of Hadoop and MapReduce. Then we'll go "hands on" and actually perform a simple MapReduce task in the Cloudera VM. Pay attention - as we'll guide you in "learning by doing" in diagramming a MapReduce task as a Peer Review.

Prerequisite

None.

Instructors

Ilkay Altintas
Chief Data Science Officer
San Diego Supercomputer Center

Amarnath Gupta
Director, Advanced Query Processing Lab
San Diego Supercomputer Center (SDSC)

Editor

L' Université de Californie à San Diego est une université publique de recherche sur les concessions de terres à San Diego, en Californie. Établi en 1960 près de la Scripps Institution of Oceanography préexistante, l'UC San Diego est le plus méridional des dix campus de l' Université de Californie et offre plus de 200 programmes menant à un diplôme de premier cycle et des cycles supérieurs, recrutant 33 096 étudiants de premier cycle et 9 872 étudiants des cycles supérieurs. 

L'UC San Diego est considérée comme l'une des meilleures universités au monde. Plusieurs publications ont classé les départements de sciences biologiques et d'informatique de l'UC San Diego parmi les 10 meilleurs au monde.

Platform

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