AADSEducation is globally recognized and accredited training organization. Our Apache Spark Developer Training is to help individuals master the essential skills to handle and process real time data, solve problems whether related to development or services in Spark with Scala. You will be learning the basics of data, spark ecosystem to build various applications that handle real time data. AADSEducation provides Apache Spark Developer Training globally through online, classroom training.

  • 40 hours of extensive training on Apache Spark Developer Training
  • Quiz and Assignments on Technical concepts at the end of each sessions
  • Training focused to help you clear HortonWorks certification exam
  • Presentation on concepts, code. Walk through live demonstrations, hands-on lab
  • 30% Theory, 70% lab with real time hands-on experience
  • Live virtual classroom (Instructor-Led Training). It is not recorded session, you can ask your doubts anytime
  • Will have practical sessions and LAB during training
  • Discussion on real-time scenarios, case studies. Course completion certificate
  • Trainer having 17+ years experience in training and development, 5+ years experience in Hadoop, Spark technologies
  • Trainer will provide guidelines and support to setup required software on your own system for practice purpose
  • Course material will be provided (no additional charges)
100% Money back Guarantee

In case if you are not happy with the trainer, report us within 3 hours of the start of the classes / sessions, we will refund your fee completely, no questions asked.

AADSEducation is globally recognized and accredited training organization. Our Apache Spark Developer Training is to help individuals master the essential skills to handle and process real time data, solve problems whether related to development or services in Spark with Scala. You will be learning the basics of data, spark ecosystem to build various applications that handle real time data. AADSEducation provides Apache Spark Developer Training globally through online, classroom training.

  • 40 hours of extensive training on Apache Spark Developer Training
  • Quiz and Assignments on Technical concepts at the end of each sessions
  • Training focused to help you clear HortonWorks certification exam
  • Presentation on concepts, code. Walk through live demonstrations, hands-on lab
  • 30% Theory, 70% lab with real time hands-on experience
  • Live virtual classroom (Instructor-Led Training). It is not recorded session, you can ask your doubts anytime
  • Will have practical sessions and LAB during training
  • Discussion on real-time scenarios, case studies. Course completion certificate
  • Trainer having 17+ years experience in training and development, 5+ years experience in Hadoop, Spark technologies
  • Trainer will provide guidelines and support to setup required software on your own system for practice purpose
  • Course material will be provided (no additional charges)
I am interested in this course

What will I learn?

  • Learn Hadoop and Spark Technologies
  • Handle files using HDFS
  • Solve problems in Spark with Scala efficiently
  • Use RDDs efficiently
  • Use Spark SQL for various applications
  • Able to connect with real-time data and load data through Spark Streaming
  • Analyze data using Spark Machine Learning
  • Able to build machine learning applications using Spark

Topics covered in this course

Introduction to Big Data-Spark
  • Introduction to Data – Storage, Big Data, Distributed Environment, Hadoop
  • Benefits of Big Data, Sub-projects
  • HDFS, Map-Reduce, PIG, Hbase, Hive, Zoo-Keeper, SQOOP
  • Introduction to Spark – Features, Flavors
  • Conclusion
Hadoop Distributed File System (HDFS)
  • Architecture of HDFS
  • Name nodes, Data nodes
  • Fault Tolerance
  • Read and Write operations
  • Interfaces(CLI, JSP, API)
  • HDFS Shell
  • FS Shell Commands
Introduction to Scala
  • Need for Scala
  • Identifiers – Data types, variables, control structures, strings
  • OOPS – Classes, Methods, Objects, Packages
  • Functions – Traits, Mixins, Lists, Sets, Maps, Tuples
Introduction to Spark
  • Problems with Map-Reduce
  • Need for Spark—Architecture
  • Compatibility with Hadoop, Comparison with other technologies
  • Motivation, Emphasis on Spark
  • Spark Shell
  • Develop application using SBT
  • Spark Context
Resilient Distributed Datasets (RDDs)
  • Introduction to RDD and its advantages
  • Creating RDDs; Loading and saving data into RDD
  • Actions and Transformations
  • Introduction to creating pair RDDs
  • Operations, Accumulators, Broadcast variables, Joins
Spark SQL
  • Spark-Ecosystem and its components
  • Using Spark SQL, creating datasets and data frames
  • Understanding SQL Context, Hive Context
  • Loading data from Local Storage, HDFS, JSON
  • Storing data
  • Handling data through queries
Spark Streaming
  • Introduction to Spark Streaming and examples
  • Architecture of Spark Streaming
  • Transformations
  • Input/Output Operations
  • User Interface
  • Data Streaming for social network
Machine Learning
  • Introduction to Machine Learning
  • Using Spark for Machine Learning
  • Applying Statistical methods, Linear Regression, Logistic Regression
  • Classification, Clustering and using Support Vector Machines to perform operations
  • K-Means
  • Recommended Systems

Prerequisites

Basic programming knowledge in Java is preferred but not required. You will be learning all the required concepts during the course training.

Frequently Asked Questions (FAQs)

Why learn Apache Spark than Map Reduce?

Compared to Map Reduce, Apache Spark can compute operations 100 times faster which makes developers and organizations employ individuals with this skill

What streamline and benefits are there for learning Apache Spark?

Using Apache Spark Data Streaming, you can power platforms in streaming and batch processing uniquely

I am well versed will Scala. Will this course help?

Yes, this course is an advanced implementation of Scala. Therefore, by learning this course, you can upscale your job.

Who should attend Apache Spark Training?
  • Software engineers and project managers to upscale their skills using Apache Spark
  • BI, ETL and data warehousing professionals to efficiently derive results for big datasets
  • Mainframe and testing professionals
  • Business analysts and architects to derive proper results and analytics
  • DBAs, Analytics and DW professionals
  • Any graduate or fresher focusing to start their career in Apache Spark and Scala
What is the recommended certification for this course?

After you feel confident to show your expertise, you can prepare for a HortonWorks Certification.

Do I get certification after completing the course?

Yes, you will receive a course completion certificate from AADSEducation

How is the course being provided?
  • Apache Spark and Scala Certification Training Course is provided via live-virtual classroom. (Instructor-led training: You can ask doubts anytime during the training period)
  • Professionals have participated Apache Spark Training in Hyderabad, Mumbai, Chennai, Bangalore, Delhi, Pune from India; Saudi, UAE, Kuwait from Middle East, USA, Australia and Singapore globally.
Who are the trainers?

Trainers are industry experts who currently work in top companies and provide their experience to you in the training program.

How do I implement practical sessions?

You can start working on your computer with guidelines provided from the course or use cloud services

Does AADSEducation provide support after course completion?

We are very well known for our support during the course as well as upon completion. If you have any problems, please notify us and we take care of the rest :)

About the Trainers

  • 17+ years experience in training and development. 5+ years experience on Hadoop and Spark technologies
  • HortonWorks Certified Professional—All 5 certifications, expertise!
  • Expert in Hadoop and Spark Technologies, deploying software environments required for work
  • Extensive experience as Big data architect and big data analyst
  • Trained more than 150 batches in big data both online and classroom

Why Aads Education ?

  • Excellent Customer and after sales support
  • Global Experience of 16 years in the field of Education, IT, Management Services and Media
  • Collaboration with Global Giants in the field of Education
  • Award Winning Training organization
  • We operate in multiple countries
  • We offer both Online and Classroom trainings
  • We constantly upgrade our course ware, staff, facilities, trainers and we follow the latest trends of the market so that we can offer you the best and latest
  • We assist our participant in placements through our HR consultants and have tie up with large organization
  • Our Professional trainers and mentors are industry experts
  • Our ultimate goal through the training programs is to build high value and high end professionalism in every individual

Professionals participated from

About the Trainer
  • Trainer has overall 17 years of IT experience including 4 years of experience in Hadoop Technologies.
  • Deploying Hadoop clusters, maintaining a Hadoop cluster i.e., Apache Hadoop / Cloudera CDH using Cloudera Manager
  • Adding and removing nodes using cluster monitoring tools Cloudera Manager, configuring the Name Node high availability
  • Tools integrations i.e HDFS, YARN, Zookeeper, Oozie, Spark Cluster, Pig, Hive Server & Metastore Management, Hue Server & service management
  • Keeping a track of all the running Hadoop jobs.
  • Involved in Hadoop Cluster Planning
  • Monitoring the cluster connectivity and performance.
  • Manage and review Hadoop log files.
  • Backup and recovery tasks etc
Why Aads Education ?
  • Excellent Customer and after sales support
  • Global Experience of 16 years in the field of Education, IT, Management Services and Media
  • Collaboration with Global Giants in the field of Education
  • Award Winning Training organization
  • We operate in multiple countries
  • We offer both Online and Classroom trainings
  • We constantly upgrade our courseware, staff, facilities,trainers and we follow the latest trends of the market so that we can offer you the best and latest
  • We assist our participant in placements through our HR consultants and have tie up with large organization
  • Our Professional trainers and mentors are industry experts
  • Our ultimate goal through the training programs is to build high value and high end professionalism in every individual

Professionals Participated from

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