Apache Spark Training in Chennai


Greens Technologys located in Adyar and OMR provides Apache Spark training in Chennai to provide knowledge and skills to become a successful Spark Developer and prepare you for the Cloudera Certified Associate Spark Hadoop Developer Certification Exam CCA175. You will get in-depth knowledge of concepts such as HDFS, Flume, Sqoop, RDDs, Spark Streaming, MLlib, SparkSQL, Kafka cluster & API by taking this Apache Spark Course in Chennai.

The Apache Spark Training course in Chennai enables you to master the essential skills in Apache Spark & Scala such as Real-time processing, Spark SQL, Spark streaming, Machine learning programming, GraphX programming, and Shell scripting spark.


About The Trainer

- Karthik is an experienced statistician and data miner with more than 10+ years of experience using R, Python and SAS and a passion for building analytical solutions. He is a M.S. in Quantitative Economics and Applied Mathematics graduate who has analytics experience working with companies like Capital One, Walmart, ICICI Lombard etc.

Karthik is a lead Data Scientist at Citi Bank. As a Certified Predictive Modeler, Statistical Business Analyst, and Certified Advanced Programmer, Karthik is passionate about sharing his knowledge on how data science can support data-driven business decisions.



Flexible Timings / Weekend classes Available.

Talk to the Trainer @ +91-8939915577

Apache Spark Training courses in Chennai


Greens Technologys Apache Spark and Scala Certification Training Course in Chennai offer you hands-on knowledge to create Spark applications using Scala programming. It gives you a clear comparison between Spark and Hadoop. The course provides you techniques to increase application performance and enable high-speed processing using Spark RDDs as well as help in customization of Spark using Scala.


Apache Spark Training Course Content



SCALA (Object Oriented and Functional Programming)


  • Getting started With Scala.
  • Scala Background, Scala Vs Java and Basics.
  • Interactive Scala – REPL, data types, variables,expressions, simple functions.
  • Running the program with Scala Compiler.
  • Explore the type lattice and use type inference
  • Define Methodsand Pattern Matching.

Scala Environment Set up.


  • Scala set up on Windows.
  • Scala set up on UNIX.

Functional Programming.


  • What is Functional Programming.
  • Differences between OOPS and FPP.

Collections (Very Important for Spark)


  • Iterating, mapping, filtering and counting
  • Regular expressions and matching with them.
  • Maps, Sets, group By, Options, flatten, flat Map
  • Word count, IO operations,file access, flatMap

Object Oriented Programming.


  • Classes and Properties.
  • Objects, Packaging and Imports.
  • Traits.
  • Objects, classes, inheritance, Lists with multiple related types, apply

Integrations


  • What is SBT?
  • Integration of Scala in Eclipse IDE.
  • Integration of SBT with Eclipse.

SPARK CORE.


  • Batch versus real-time data processing
  • Introduction to Spark, Spark versus Hadoop
  • Architecture of Spark.
  • Coding Spark jobs in Scala
  • Exploring the Spark shell -> Creating Spark Context.
  • RDD Programming
  • Operations on RDD.
  • Transformations
  • Actions
  • Loading Data and Saving Data.
  • Key Value Pair RDD.
  • Broad cast variables.

Persistence.


  • Configuring and running the Spark cluster.
  • Exploring to Multi Node Spark Cluster.
  • Cluster management
  • Submitting Spark jobs and running in the cluster mode.
  • Developing Spark applications in Eclipse
  • Tuning and Debugging Spark.

CASSANDRA (N0SQL DATABASE)


  • Learning Cassandra
  • Getting started with architecture
  • Installing Cassandra.
  • Communicating with Cassandra.
  • Creating a database.
  • Create a table
  • Inserting Data
  • Modelling Data.
  • Creating an Application with Web.
  • Updating and Deleting Data.

SPARK INTEGRATION WITH NO SQL (CASSANDRA) and AMAZON EC2


  • Introduction to Spark and Cassandra Connectors.
  • Spark With Cassandra -> Set up.
  • Creating Spark Context to connect the Cassandra.
  • Creating Spark RDD on the Cassandra Data base.
  • Performing Transformation and Actions on the Cassandra RDD.
  • Running Spark Application in Eclipse to access the data in the Cassandra.
  • Introduction to Amazon Web Services.
  • Building 4 Node Spark Multi Node Cluster in Amazon Web Services.
  • Deploying in Production with Mesos and YARN.

SPARK STREAMING


  • Introduction of Spark Streaming.
  • Architecture of Spark Streaming
  • Processing Distributed Log Files in Real Time
  • Discretized streams RDD.
  • Applying Transformations and Actions on Streaming Data
  • Integration with Flume and Kafka.
  • Integration with Cassandra
  • Monitoring streaming jobs.

SPARK SQL


  • Introduction to Apache Spark SQL
  • The SQL context
  • Importing and saving data
  • Processing the Text files,JSON and Parquet Files
  • DataFrames
  • user-defined functions
  • Using Hive
  • Local Hive Metastore server

SPARK MLIB.


  • Introduction to Machine Learning
    Types of Machine Learning.
  • Introduction to Apache Spark MLLib Algorithms.
  • Machine Learning Data Types and working with MLLib.
  • Regression and Classification Algorithms.
  • Decision Trees in depth.
  • Classification with SVM, Naive Bayes
  • Clustering with K-Means
  • Building the Spark server

 

Apache Spark Training Course description


With Greens Technology’s Apache Spark and Scala certification training in Chennai you would advance your expertise in Big Data Hadoop Ecosystem.

With this Apache Spark certification you will master the essential skills such as Spark Streaming, Spark SQL, Machine Learning Programming, GraphX Programming, Shell Scripting Spark.

And with real life industry project coupled with 30 demos you would be ready to take up Hadoop developer job requiring Apache Spark expertise.


Apache Spark Training Objectives


  • Understand what is Apache Spark and Scala programming
  • Understand the difference between Apache Spark and Hadoop
  • Learn Scala and its programming implementation
  • Implement Spark on a cluster
  • Write Spark Applications using Python, Java and Scala
  • Understand RDD and its operation along with implementation of Spark Algorithms
  • Define and explain Spark Streaming
  • Learn about the Scala classes concept and execute pattern matching
  • Learn Scala Java Interoperability and other Scala operations
  • Work on Projects using Scala to run on Spark applications


Who should take this Spark and Scala Certification course?


  • Software Engineers looking to upgrade Big Data skills
  • Data Engineers and ETL Developers
  • Data Scientists and Analytics Professionals
  • Graduates looking to make a career in Big Data

What are the Prerequisites for this course?


There are no prerequisites for taking up this course. Basic knowledge of database, SQL and query language can help.


Why take Apache Spark and Scala training course?


  • Apache Spark is an open source computing framework up to 100 times faster than Mapreduce
  • Spark is alternative form of data processing unique in batch processing and streaming
  • This is a comprehensive course for advanced implementation of Scala
  • Prepare yourself for cloudera Hadoop Developer and Spark Professional Certification
  • Get professional credibility to your resume so you get hired faster with high salary

Course advisor


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Named by Onalytica as one of the three most influential people in Big Data, Also an author for a number of leading Big Data and Data Science websites, including Datafloq, Data Science Central, and The Guardian. She also regularly speaks at renowned events.


What is a Apache Spark?


Apache Spark™ is a fast and general engine for large-scale data processing.
Speed Run programs up to 100x faster than Hadoop MapReduce in memory, or 10x faster on disk.
Ease of Use Write applications quickly in Java, Scala, Python, R.
Generality Combine SQL, streaming, and complex analytics.
Runs Everywhere Spark runs on Hadoop, Mesos, standalone, or in the cloud. It can access diverse data sources including HDFS, Cassandra, HBase, and S3.


Spark runs on Hadoop, Mesos, standalone, or in the cloud. It can access diverse data sources including HDFS, Cassandra, HBase, and S3. You can run Spark using its standalone cluster mode, on EC2, on Hadoop YARN, or on Apache Mesos.


Typical job duties for Apache Spark developer


  • Install, configure and maintain enterprise hadoop environment.
  • Loading data from different datasets and deciding on which file format is efficient for a task. Hadoop developers source large volumes of data from diverse data platforms into Hadoop platform.
  • Understanding the requirements of input to output transformations.
  • Hadoop developers spend lot of time in cleaning data as per business requirements using streaming API’s or user defined functions.
  • Defining Hadoop Job Flows.
  • Build distributed, reliable and scalable data pipelines to ingest and process data in real-time. Hadoop developer deals with fetching impression streams, transaction behaviours, clickstream data and other unstructured data.
  • Managing Hadoop jobs using scheduler.
  • Reviewing and managing hadoop log files.
  • Design and implement column family schemas of Hive and HBase within HDFS.
  • Assign schemas and create Hive tables.
  • Managing and deploying HBase clusters.
  • Develop efficient pig and hive scripts with joins on datasets using various techniques.
  • Assess the quality of datasets for a hadoop data lake.
  • Apply different HDFS formats and structure like Parquet, Avro, etc. to speed up analytics.
  • Build new hadoop clusters
  • Maintain the privacy and security of hadoop clusters.
  • Fine tune hadoop applications for high performance and throughput.
  • Troubleshoot and debug any hadoop ecosystem run time issues.


5 Reasons to Learn Apache Spark in Greens Technologys


Positioning yourself for a career in big data data scientists could be a smart move. You’ll have plenty of job opportunities, plus it’s a chance to work in the technology field with room for experimentation and creativity. So what’s your strategy?

1) Learn Apache Spark to have Increased Access to Big Data
2) Learn Apache Spark to Make Use of Existing Big Data Investments
3) Learn Apache Spark to pace up with Growing Enterprise Adoption
4) Learn Apache Spark as 2016 is set to witness an increasing demand for Spark Developers
5) Learn Apache Spark to make big money

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Apache Spark training in Chennai Reviews


Greens Technology Reviews given by our students already completed the training with us. Please give your feedback as well if you are a student.


Apache Spark training in Chennai Reviews from our Students


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Dear Karthik! This e-mail is to say BIG THANK YOU..for all teaching you done in our Apache Spark training sessions. I GOT JOB as Apache Spark Developer after almost 2 months of struggle here in Chennai. I must Thank you for such a good and rocking lessons. to tell you frankly you made me to like/love/crazy about R though i have no idea about it before joining your classes." This is my first job in IT after my studies and i am a bit tensed how things will be after joining in the company. your suggestions are more helpful for me to get on well in the company as good developer.



Best Apache Spark Certification Training Syllabus


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I attended the Base R and Advanced Apache Spark course class room sessions. The outline of the each course were well prepared and presented using latest video technology. The instructor is very talented and expert on Analytics concepts both theoretically and practically. I would highly recommend this institute to any one who wants to learn Apache Spark ." I joined "Greens Technology" because of their proven expertise in R practical training. Here, I learnt the Magic of Apache Spark . The constant and personal interaction with the Trainer, Live Projects, Certification Training and Study material are the best part. The trainers are extremely proficient in their knowledge and understanding of the topics. The instructors I had were both skillful and possessed the knowledge required to present the material to the classes. The R Certification training program has provided me with the necessary skill sets to prepare me for the corporate world. "Greens Technology" is the stepping stone to my success in the IT world. The money invested is well worth the reward. On my personal experience I recommend "Greens Technology" heart fully as the best training institute for IT Business Intelligence education. Thank you "Greens Technology" for helping me achieve my dream of becoming an Apache Spark Certified Professional.



Best Apache Spark Training center in Chennai


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"The course delivery certainly is much better than what I expected. I am glad that I decided to choose Greens Technology for the Apache Spark course. Wonderful learning experience and I like the way classes are organized and good support staff. Greens Technology provides quality learning experience within affordable price. Also thanks to my educator Dinesh , his teaching inspires and motivates to learn..


Best Apache Spark Training and Placement In Chennai


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"Friends I am from Manual testing background having 6+ years experienced. I planned to Move into R Business Intelligence (BI) . I Came to know about Greens technologies and Sai who is working in CTS . They Really helped me to clear the interview. Thanks to Sai Sir. Knowledgeable Presenters, Professional Materials, Excellent Support" what else can a person ask for when acquiring a new skill or knowledge to enhance their career. Greens Technology true to its name is the place to gather,garner and garden the knowledge for all around the globe. My Best wishes to Greens Technology team for their upcoming bright future in E-Learning sector.


R Training Venue:

Are you located in any of these areas - Adyar, Mylapore, Nandanam, Nanganallur, Nungambakkam, OMR, Pallikaranai, Perungudi, Ambattur, Aminjikarai, Adambakkam, Anna Nagar, Anna Salai, Ashok Nagar, Besant Nagar, Choolaimedu, Chromepet, Medavakkam, Porur, Saidapet, Sholinganallur, St. Thomas Mount, T. Nagar, Tambaram, Teynampet, Thiruvanmiyur, Thoraipakkam,Vadapalani, Velachery, Egmore, Ekkattuthangal, Guindy, K.K.Nagar, Kilpauk, Kodambakkam, Madipakkam, Villivakkam, Virugambakkam and West Mambalam.

Our Adyar office is just few kilometre away from your location. If you need the best R training in Chennai, driving couple of extra kilometres is worth it!



Apache Spark Related Training Courses in Chennai




Testimonials
best R training center in chennai "Karthik! I am really delighted about the R course and i am surprised to see the depth of your knowledge in all aspects of the SAS. I see that many statistician with over 15+ yrs experience doesn't have the knowledge that you have. I really enjoyed your sessions, definitely look forward to learn more from you in the future. Thanks again."

R training chennai ""Dear Karthik, R training has been outstanding. You have covered every aspect of the R which would boost the confidence of the attendee to dive into greater depths and face the interviews subsequently. I feel confident after attending the R course. I am sure you would be providing us your valuable high level guidence in our initial realtime project . Each of your session is a eye opener and it is a great joy to attend your R training. Thanks and Kindest Regards ""

R training classes in chennai "I thought I knew R until I took this course. My company sent me here against my will. It was definitely worth and I found out how many things I was doing wrong. Karthik is awesome. but i got a lot inspired by you. I will keep in touch and will always try to learn from you as much as I can. Thanks once again Karthik"

Greens Technologys Overall Reviews


Greens Technologys Overall Reviews 5 out of 5 based on 12,468 ratings. 12,468 user reviews.
R training chennai """I think this is the best R course I have taken so far..Well I am still in the process of learning new things but for me this learning process has become so easy only after I joined this course..as Sajin is very organized and up to the point.. he knows what he is teaching and makes his point very clear by explaining numerous times. I would definitely recommend anyone who has any passion for Cloud.." ""


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