Why Apache Spark Training Institute in Pune@Prwatech,
We’re India’s Leading Training institute for Apache Spark offering world class courses with 100% Job assistance.
- Wi-Fi Class Rooms
- Get trained by the finest qualified professionals
- 100% practical training
- Flexible timings
- Real-Time Projects
- Resume Writing Preparation
- Mock Tests & interviews
- Access to Our Learning Management System Platform
- Access to 1000+ Online Video Tutorials
- Weekend and Weekdays batches
- Affordable Fees
- Complete course support
- Guidance till you reaches your goal.
Upgrade Your Self with Apache Spark Training Institute in Pune!!!
The Pune IT market, broadly speaking the IT world currently, gets upgraded with ever-renewing technologies every moment. If one doesn’t have much experience of coding and doesn’t have a good hands-on scripting experience but still wants to make a mark in the technical career that too in the IT sector, Apache Spark Training in Pune is probably the place one needs to start at. Taking up professional Apache Spark Training in Pune is thus the best option to get to the depth of this language. If one doesn’t have much experience of coding and doesn’t have a good hands-on scripting experience but still wants to make a mark in the technical career that too in the IT sector, Apache Spark Training in Pune is probably the place one needs to start at. Taking up professional Apache Spark Training Institute in Pune is thus the best option to get to the depth of this language.
Modules of Apache Spark Training Institute in Pune
Module 1: Introduction
Learning Objective: In this module, we will learn about Big Data. How Big Data impacts in our social life &how it plays an important role to grow your business. How Hadoop is helpful in managing& processing Big Data. What is the drawback of Map Reduce and why Apache spark came into picture?
Topics:
- Big Data Problems
- What is Hadoop?
- Introduction to HDFS
- Introduction to Map Reduce with Example.
- What is problem with Map reduce?
- What is Apache Spark?
- Why Apache Spark?
- Map Reduce vs. Apache Spark
Module 2: Apache Sparks Installation and its basics
Learning Objective: In this module, we will discuss about how to install and implement spark on your system and also we will learn about What RDD is, it’s creations and RDD operations.
Topics:
- Apache Spark installations in local machine.
- Apache Spark conf and spark context.
- RDD creations
- Operations on RDD
- RDD transformations functions
- Operations on RDD
- RDD transformation functions
- Map & Flat Map difference
- Actions on RDD
- Persistence
Module 3: Introduction to Scala
Learning Objective: In this module, we will explore Scala programming language.
Topics:
- Why Scala?
- Values
- Variables
- Basic oops concepts
- Scala flow control
- Functions
- Anonymous Functions
- Curried function
- Classes
- Constructor
- Inheritance
- Abstract Classes
- Traits
- Collections
Module 4: Spark Advance Operations
Learning Objectives: In this module, will learn about spark operations such as transformations and actions, what are shared variables and many more things.
Topics:
- Working with RDD key-value
- RDD joins
- Shared variables
- Broadcast variables
- Accumulators
Module 5: Apache Spark Architecture
Learning Objective: In this module, we will be learning a Spark Internals execution details, how actually spark works, spark’s execution flow and spark architecture.
Topics:
- Apache Spark Cluster Details
- Apache Spark Standalone Mode cluster
- Running Spark application in Standalone mode cluster
- Summary of RDD sizes and memory usage.
- Spark web UI.
- Apache Spark internals
- Apache Spark execution flow.
- DAG: Logical graph of RDD operations
- Tasks
- Stages
- Scheduler
- Types of RDD transformations
Module 6: Spark SQL
Learning Objective: In this module, we will learn about SQL kind of operations in Spark.
Topics:
- SQL Context
- Data Frame Creations
- Creating temporary tables
- Parquet tables
- Loading and processing csv file
- Loading and processing json file
- Writing Data to local file system.
Module 7: Spark Streaming
Learning Objective: In this module, we will cover few concepts of Spark streaming describe basic and advanced concepts, How stateless and stateful operations workand window, join operations.
Topics:
- What is streaming
- Why streaming
- Discretized Streams
- Transformations on DStreams
- Streaming Example
Module 8: Machine Learning using Spark
Learning Objective: Spark MLlib allows us to perform machine learning in Apache Spark. MLlib consists some popular algorithms and utilities. Learn why machine learning is required, different Machine Learning techniques/algorithms, and SparK MLlib.
Topics:
- What is Machine Learning?
- Machine learning current use cases
- Type of machine learning
- Terminologies
- Problem with traditional analytical tools
- Supervised learning using Spark with example
- Unsupervised learning using Spark with example
FREQUENTLY ASKED QUESTIONS
1.Does Prwatech provide Placement assistance?
Answer: Yes, we do have a 100% Placement assistance program with us whoever completes Apache Spark Training Institute in Pune with us can get it.
2.What are the types/ Modes of Training available?
Answer: Prwatech, Providing two modes of Training for those who are willing to join Apache Spark Training Institute in Punei.e. Classroom Training mode & Online classes. So one can choose the best & comfortable option.
3.Do Prwatech Provide Course Certification?
Answer: Yes, We do provide the Apache Spark Course which helps to provide advanced certification to the candidates who all are the complete courses with us.
4.Do Prwatech Provide Video tutorials?
Answer: yes, we do have dedicated YouTube Channel where one can easily get all our Training videos easier.
