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Course content

About Big data

  • If you have trouble downloading Hortonworks Data Platform...
  • Warning for Apple M1 users
  • Installing Hadoop [Step by Step]
  • The Hortonworks and Cloudera Merger, and how it affects this course
  • Hadoop Overview and History
  • Overview of the Hadoop Ecosystem
  • HDFS: What it is, and how it works
  • Alternate MovieLens download location
  • Installing the MovieLens Dataset
  • Install the MovieLens dataset into HDFS using the command line
  • MapReduce: What it is, and how it works
  • How MapReduce distributes processing
  • MapReduce example: Break down movie ratings by rating score
  • Install Python, MRJob, and nano
  • Code up the ratings histogram MapReduce job and run it
  • Rank movies by their popularity
  • Introducing Ambari
  • Introducing Pig
  • Example: Find the oldest movie with a 5-star rating using Pig
  • Find old 5-star movies with Pig
  • More Pig Latin
  • Why Spark?
  • The Resilient Distributed Dataset (RDD)
  • Find the movie with the lowest average rating - with RDDs
  • Datasets and Spark 2.0
  • Find the movie with the lowest average rating - with DataFrames
  • Movie recommendations with MLLib
  • What is Hive?
  • Use Hive to find the most popular movie
  • How Hive works
  • Use Hive to find the movie with the highest average rating
  • Compare your solution to mine
  • Integrating MySQL with Hadoop
  • Cheat sheet for the following lecture
  • Install MySQL and import our movie data
  • Use Sqoop to import data from MySQL to HDFS/Hive
  • Use Sqoop to export data from Hadoop to MySQL
  • Why NoSQL?
  • What is HBase?
  • Import movie ratings into HBase
  • Use HBase with Pig to import data at scale
  • Cassandra overview
  • If you have trouble installing Cassandra
  • Installing Cassandra
  • Write Spark output into Cassandra
  • MongoDB overview
  • Install MongoDB, and integrate Spark with MongoDB
  • Using the MongoDB shell
  • Choosing a database technology
  • Overview of Drill
  • Setting up Drill
  • Querying across multiple databases with Drill
  • Overview of Phoenix
  • Install Phoenix and query HBase with it
  • Integrate Phoenix with Pig
  • Overview of Presto
  • Install Presto, and query Hive with it
  • Query both Cassandra and Hive using Presto
  • YARN explained
  • Tez explained
  • Use Hive on Tez and measure the performance benefit
  • Mesos explained
  • ZooKeeper explained
  • Simulating a failing master with ZooKeeper
  • Oozie explained
  • Set up a simple Oozie workflow
  • Zeppelin overview
  • Use Zeppelin to analyze movie ratings
  • Kafka explained
  • Setting up Kafka, and publishing some data
  • Publishing web logs with Kafka
  • Flume explained
  • Set up Flume and publish logs with it
  • Set up Flume to monitor a directory and store its data in HDFS
  • Spark Streaming: Introduction
  • Analyze web logs published with Flume using Spark Streaming
  • Monitor Flume-published logs for errors in real time
  • Exercise solution: Aggregating HTTP access codes with Spark Streaming
  • Apache Storm: Introduction
  • Count words with Storm
  • Flink: An Overview
  • Counting words with Flink
  • The Best of the Rest
  • Review: How the pieces fit together
  • Understanding your requirements
  • Sample application: serving movie recommendations to a website
  • Design a system to report web sessions per day
  • Why Should You Learn Big data Training?

    The annual salary of an Big data is $125k.

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    What you will get at Zeblearnindia Learning?

    Zeblearnindia Learning is a premier institute offering training in SAP Online Courses, Web Designing, Data Science, Full-Stack Development, Salesforce, Workday, Machine Learning, Software Testing, and Video Editing. With the option to choose between online and offline (classroom) learning, our well-structured courses cater to students, working professionals, business owners, and entrepreneurs. Here’s what you can expect at Zeblearnindia Learning:

    •   Expert-Led Training
    •   Globally Recognized Certifications
    •   100% Job Placement Support
    •   Hands-On Learning
    •   Flexible Learning Options
    •   Affordable Course Fees
    •   Career Growth Opportunities
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    TRAINING FEATURES

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    Instructor-led Sessions

    Engage in live, interactive sessions led by industry experts, ensuring better guidance, monitoring, and flexible learning from any internet-enabled device.

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    Real-life Case Studies

    Gain practical insights through case studies based on real-world industry applications, helping bridge the gap between theory and practice.

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    Assignments

    Enhance your analytical skills and understanding with hands-on assignments designed to reinforce key concepts and practical application.

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    Lifetime Access

    Enjoy unrestricted access to course materials for a lifetime, allowing you to learn and revisit topics at your own pace.

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    24/7 Expert Support

    Get round-the-clock assistance from experienced mentors to resolve your queries and enhance your learning experience.

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    Certification

    Earn industry-recognized certification upon course completion, validating your skills and boosting your career prospects.

    We're Here to Help!

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    +91 7277877778
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    Track Week Days Course Duration Fast Track
    Week Days 40-45 Days 2 Hrs. Per Day Online
    Course Duration 7 Weekends 3 Hrs. Per Day Online
    Fast Track 8 Days 6+ Hrs. Per Day Online

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    Students Reviews

    Explore authentic student feedback on ZebLearn’s expert-led SAP training and foreign language courses. Discover success stories from learners who earned certifications, enhanced their skills, and advanced their careers!

    Deepak Singh
    Cloud Solutions Architect
    Zeblearn India’s Big Data course provided a detailed and practical approach to understanding big data technologies. The course content was relevant and up-to-date, and the hands-on projects were instrumental in applying the knowledge gained to real-world problems.
    Arjun Mehta
    Business Intelligence Developer
    The Big Data training was incredibly insightful. The course not only introduced me to essential big data technologies but also provided practical experience through hands-on labs. This training has been crucial in developing my skills in big data analytics and processing.
    Rajesh Kumar
    Data Analyst
    The Big Data course at Zeblearn India was a game-changer for my career. The training offered an extensive overview of big data technologies and tools. The hands-on projects and real-world applications provided a deep understanding of how to manage and analyze large datasets.
    Sanya Gupta
    Data Scientist
    Zeblearn Indias Big Data course was exceptionally well-structured and informative. The comprehensive coverage of big data frameworks like Hadoop and Spark, combined with practical exercises, has greatly enhanced my ability to work with large-scale data processing.
    Anita Sharma
    IT Consultant
    The Big Data course at Zeblearn India was thorough and engaging. The course covered everything from data ingestion to analytics and visualization. The practical examples and real-world scenarios made complex concepts easier to grasp and apply.

    Big data Training Program - Flexible batches for you

    Date Type Schedule Time
    SOLD OUT 19 May 2025 Weekend SAT - SUN (08 Week) 18:00 To 20:00
    Filling Img 24 May 2025 Weekday MON - FRI (08 Week) 08:00 To 10:00
    29 May 2025 Weekend MON - FRI (08 Week) 10:00 To 00:00

    Price  1,20,000

    Now  95,000

    Enroll Now, Pay Later

    Explore Our Courses Across India - Flexible batches

    We are proud to offer our Big data Training Program services across numerous states nationwide.

    Explore Our Big data Training Program Courses Across The World

    We are proud to offer our Big data Training Program services across numerous countries worldwide.

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