Big Data Analytics

Big Data is the most exciting, recent domain to work in with huge opportunities & scope of growth in the market.

Advanced 0(0 Ratings) 2 Students Enrolled
Created By Acl Academy Last Updated Thu, 31-Oct-2019 English
What Will I Learn?

Curriculum For This Course
26 Lessons 00:00:00 Hours
Introduction to Hadoop
4 Lessons 00:00:00 Hours
  • Understand what Hadoop is
  • Understand what Big Data is
  • Learn about other open source software related to Hadoop
  • Understand how Big Data solutions can work on the Cloud
  • Understand the main Hadoop components
  • Learn how HDFS works
  • List data access patterns
  • Describe how data is stored in an HDFS cluster
  • Add and remove nodes from a cluster
  • Verify the health of a clusterStart and stop a clusters components
  • Modify Hadoop configuration parameters
  • Setup a rack topology
  • Describe the MapReduce philosophy
  • Explain how Pig and Hive can be used in a Hadoop environment
  • Describe how Flume and Sqoop can be used to move data into Hadoop
  • Describe how Oozie is used to schedule and control Hadoop job execution
  • Introduction to Scala
  • Basic Object Oriented Programming
  • Case Objects and Classes
  • Collections
  • Idiomatic Scala
  • Introduction to Spark
  • Resilient Distributed Dataset and DataFrames
  • Spark application programming
  • Introduction to Spark libraries
  • Spark configuration, monitoring and tuning
Requirements
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Description

Why ACL?

ACL Academy offers right IT professional courses with competent and experienced IT trainers. We have a wide variety of IT courses, which includes both the latest and traditional technologies. From core programming languages like C/C++/Java, C#, dot net, SQL, to trending topics of data science with Python, R and big data, and also high-end tech courses like web development Django, BlockChain, DevOps, Cloud computing, AI and Machine Learning, IoT, Robotics & Automation.  Here we create career successful job-ready professionals with all-around the progress of candidates through resume preparation, job assistance, improved presentation, communicational skills, and interview preparation techniques. Our intermingled learning approach combines classroom training, online classes, instructor-led live virtual classrooms, project work, and teaching assistants. We at ACL IT Academy understand and believe in building a personal relationship while helping you make your professional career.

You will experience state-of-the-art infrastructure Labs with audio-visual and tele-video conference aids. We arrange small class size for focused instruction with real-life project exposure. We also facilitate onsite library and web-based e-library and a students’ Learning Management System.

Course Overview

Extremely large datasets containing structure, unstructured or semi-structured data that cannot be stored, processed, manipulated & analyzed using traditional techniques are known to be included in the domain of Big Data. Therefore, Big Data requires various specialized tools, techniques & frameworks for its proper analysis to undertake better strategic decisions taken for the development of the client organization. Big Data has grown up to be a vast field; currently, notable domains like Black Box Data, Social Media Data, Transport Data, Stock Market Data & Search Engine Data fall under its umbrella. With the increment in the amount of data, the importance of Big Data specialization & insights derived from it also increases considerably.

Career Opportunity

  • Big Data scientists & analysts are extremely lucrative professions right now since MNCs are churning out huge volumes of data nowadays on a daily basis and it is important to infer the correct actionable insights from these data. Despite the high demand, however, there is a huge lack of properly trained professional & experts on Big Data; there exists a large number of unfilled jobs across the globe due to a shortage of required skill. A properly trained & certified person can easily gain employment in this domain.
  • With the emergence & fast popularity of Big Data Analytics, tools suitable for Big Data like Apache Hadoop framework are being adapted too. There are also other commercial and open-source alternate frameworks to choose from, but Hadoop continues to be the dominant & most popular choice.
  • According to a Randstad survey, annual pay hikes for Analytics professionals within India is about 50% more than other IT professionals. Other surveys report that the average salaries for analytics professionals in India increased by 21% in 2015, & 14% of most Big Data analysts command a salary of more than Rs. 15 LPA.
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About The Instructor
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  • 7 Students
  • 35 Courses
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Includes:
  • 00:00:00 Hours On Demand Videos
  • 26 Lessons
  • Full Lifetime Access
  • Access On Mobile And Tv