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IBM - Introduction to Big Data with Spark and Hadoop 

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Introduction to Big Data with Spark and Hadoop
 at 
Coursera 
Overview

Duration

5 hours

Start from

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Total fee

Free

Mode of learning

Online

Difficulty level

Intermediate

Official Website

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Credential

Certificate

Introduction to Big Data with Spark and Hadoop
 at 
Coursera 
Highlights

  • Reset deadlines in accordance to your schedule.
  • Earn a Certificate upon completion
  • Start instantly and learn at your own schedule.
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Introduction to Big Data with Spark and Hadoop
 at 
Coursera 
Course details

More about this course
  • In this course, you will learn about the characteristics of Big Data and its application in Big Data Analytics.
  • You will gain an understanding about the features, benefits, limitations, and applications of some of the Big Data processing tools.
  • You will explore how Hadoop and Hive help leverage the benefits of Big Data while overcoming some of the challenges it poses.
  • In this course, you will also learn about Resilient Distributed Datasets, or RDDs, that enable parallel processing across the nodes of a Spark cluster.

Introduction to Big Data with Spark and Hadoop
 at 
Coursera 
Curriculum

Introduction to the Hadoop Ecosystem

Introduction to Apache Spark

Why use Apache Spark?

Functional Programming Basics

Parallel Programming using Resilient Distributed Datasets

Scale out / Data Parallelism in Apache Spark

Dataframes and SparkSQL

Data-Frames and SparkSQL

RDDs in Parallel Programming and Spark

Data-frames and Datasets

Catalyst and Tungsten

ETL with Data-frames

Real-world usage of SparkSQL

Development and Runtime Environment Options

Apache Spark Architecture

How to Run an Apache Spark Application

Using Apache Spark on IBM Cloud

Setting Apache Spark Configuration

Running Spark on Kubernetes

Monitoring & Tuning

Untitled Module

Introduction to Big Data with Spark and Hadoop
 at 
Coursera 
Admission Process

    Important Dates

    May 25, 2024
    Course Commencement Date

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    Introduction to Big Data with Spark and Hadoop
     at 
    Coursera 
    Students Ratings & Reviews

    4/5
    Verified Icon6 Ratings
    S
    Sethuselvi M
    Introduction to Big Data with Spark and Hadoop
    Offered by Coursera
    4
    Learning Experience: Course content is cousera platform and it provides good foundational skills about big data .Assignment are quite intrestung which helps to gain a lot of hands on practical exposure related to big data.One who wants to start a career in big data can opt for this course.
    Faculty: Multiple Faculty has involved and all of them have great knowledge in delivering lectures. Yes the course resource is quite informative and assignment is interesting.
    Course Support: Yes this course really strengthen my profile and this certification gave confidence to ace my interview
    Reviewed on 22 Jul 2022Read More
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    J
    John Isaac
    Introduction to Big Data with Spark and Hadoop
    Offered by Coursera
    5
    Other: thoroughly enjoyed the way the course was designed and delivered. a good introduction to some of the big data concepts.
    Reviewed on 10 Oct 2021Read More
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    N
    Nalli Charan
    Introduction to Big Data with Spark and Hadoop
    Offered by Coursera
    5
    Other: Big Data allows organisations to detect trends, and spot patterns that can be used for future benefit. It can help to detect which customers are likely to buy products, or help to optimise marketing campaigns by identifying which advertisement strategies have the highest return on investment. Big Data helps companies to generate valuable insights. Companies use Big Data to refine their marketing campaigns and techniques. Companies use it in machine learning projects to train machines, predictive modeling, and other advanced analytics applications. We can\'t equate big data to any specific data volume.
    Reviewed on 29 Aug 2021Read More
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    M
    Masood Abbas
    Introduction to Big Data with Spark and Hadoop
    Offered by Coursera
    4
    Other: Learning experience was good, t gave a basic insight into the world of Big Data and its use in current scenario. After this course one can pursue higher level big data courses.
    Reviewed on 21 Jun 2021Read More
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    N
    Nageshwar Dhage
    Introduction to Big Data with Spark and Hadoop
    Offered by Coursera
    1
    Other: It's good platform for learning new skills, but it will not that much values in your knowledge
    Reviewed on 15 Mar 2021Read More
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    Introduction to Big Data with Spark and Hadoop
     at 
    Coursera 

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