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Spark, Scala, Python Training -iPartner

Spark, Scala, Python Training

  1. Spark, Scala, Python Training
/ 225*
(* including all taxes.)

Key Features

Course Agenda

  • What is Spark
  • Comparison with Hadoop
  • Components of Spark
  • Apache Spark- Introduction, Consistency, Availability, Partition
  • Unified Stack Spark
  • Spark Components
  • Comparison with Hadoop – Scalding example, mahout, storm, graph
  • Explain python example
  • Show installing a spark
  • Explain driver program
  • Explaining spark context with example
  • Define weakly typed variable
  • Combine scala and java seamlessly.
  • Explain concurrency and distribution.
  • Explain what is trait.
  • Explain higher order function with example.
  • Define OFI scheduler.
  • Advantages of Spark
  • Example of Lamda using spark
  • Explain Mapreduce with example
  • Difference between RISC and CISC
  • Define Apache Mesos
  • Cartesian product between two RDD
  • Define count
  • Define Filter
  • Define Fold
  • Define API Operations
  • Define Factors
  • How hadoop cluster is different from spark
  • Define writing data
  • Explain sequence file and its usefulness
  • Define protocol buffers
  • Define text file, CSV, Object Files and File System
  • Define sparse metrics
  • Explain RDD and Compression
  • Explain data stores and its usefulness

  • Scala Overview
  • Advantages of Scala
  • REPL (Read Evaluate print loop)
  • Language Features
  • Type Interface
  • Higher order function
  • Option
  • Pattern Matching
  • Collection
  • Currying
  • Traits
  • Application Space
  • Uses of scala interpreter
  • Example of static object timer in scala
  • Testing of String equality in scala
  • Implicit classes in scala with examples.
  • Recursion in scala
  • Currying in scala with examples.
  • Classes in scala
  • Constructor
  • Constructor overloading
  • Properties
  • Abstract classes
  • Type hierarchy in Scala
  • Object equality
  • Val and var methods
  • Sealed traits
  • Case classes
  • Constant pattern in case classes
  • Wild card pattern
  • Variable pattern
  • Constructor pattern
  • Tuple pattern
  • How traits are implemented in scala and java
  • How extending multiple traits is handled

  • Why python?
  • What you need to get started?
  • General purpose
  • Is python a scripting language?
  • Why use python in the RW?
  • What can you do with python?
  • How to install python?
  • Installing python
  • Windows Installation
  • Linux Installation
  • Environment variables
  • What is IDE?
  • How to download additional Diary?
  • Running python program
  • Data types
  • Object types
  • Python core data types
  • Strings
  • Strings (Methods)
  • Data Types
  • Tuples
  • How to create notebook in Python?
  • Methods of tuple
  • Lists
  • Methods
  • Dictionary
  • Dictionary Methods
  • Advance string methods
  • String formatting
  • Obtaining keyboard input
  • Control flow
  • The if statement
  • Boolean logic
  • Break & continue
  • The for loop
  • The while loop
  • Control flow
  • What is a function?
  • Syntax
  • Documentation
  • Arbitrary of arguments
  • File handling
  • File system
  • Opening files
  • Opening other file types
  • Exception handling
  • What are exceptions?
  • Object oriented programming (OOP)
  • OOP basics
  • Defining a class
  • Special methods
  • Python DB API
  • SQLite
  • SQLite in python
  • Panda quick overview
  • The state of Data
  • Hadoop
  • Component of Hadoop
  • Why Hadoop is scalable?
  • Hadoop eco system
  • Sqoop
  • Ambari
  • Zookeeper
  • Hadoop Incubator
  • Stack Implementation
  • Architecture of HDFS & Map reduce
  • HDFS feature
  • Map reduce Architecture
  • Map reduce Internals
  • Installation overview of Hadoop

Learn & Get

  • 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 Module 4-RDD and its operation
  • Learn common Spark Algorithms
  • Define and explain Spark Streaming
  • Execute Pattern Matching in Scala

Payment Method

You need to pay through PayPal. We accept both Debit and Credit Card for transaction.
We subsidize our fees by 10% for military personnel, and college students with exceptional records. To apply for a scholarship, email
In our iPartner self-paced training program, you will receive the training assessments, recorded sessions, course materials, Quizzes, related softwares and assignments. The courses are designed in such a way that you will the get real world exposure; the solid understanding of every concept that allows you to get the most from the online training experience and you will be able to apply the information and skills in the workplace. After the successful completion of your training program, you can take quizzes which enable you to check your level of knowledge and also enables you to clear your relevant certification at higher marks/grade where you will be able to work on the technologies independently.
In Self-paced courses, the learners are able to conduct hands-on exercises and produce learning deliverables entirely on their own at any convenient time without a facilitator whereas in the Online training courses, a facilitator will be available for answering queries at a specific time to be dedicated for learning. During your self-paced learning, you can learn more effectively when you interact with the content that is presented and a great way to facilitate this is through review questions and quizzes that strengthen key concepts. In case if you face any unexpected challenges while learning, we will arrange a live class with our trainer.
All Courses from iPartner are highly interactive to provide good exposure to learners and gives them a real time experience. You can learn only at a time where there are no distractions, which leads to effective learning. The costs of self-paced training are 75% cheaper than the online training. You will offer lifetime access hence you can refer it anytime during your project work or job.
Yes, at the top of the page of course details you can see sample videos.
As soon as you enroll to the course, your LMS (The Learning Management System) Access will be Functional. You will immediately get access to our course content in the form of a complete set of previous class recordings, PPTs, PDFs, assignments and access to our 24*7 support team. You can start learning right away.
24/7 access to video tutorials and Email Support along with online interactive session support with trainer for issue resolving.
Yes, You can pay difference amount between Online training and Self-paced course and you can be enrolled in next online training batch.
Please send an email. You can join our Live chat for instant solution.
We will provide you the links of the software to download which are open source and for proprietary tools, we will provide you the trail version if available.
You will have to work on a training project towards the end of the course. This will help you understand how the different components of courses are related to each other.
Classes are conducted via LIVE Video Streaming, where you get a chance to meet the instructor by speaking, chatting and sharing your screen. You will always have the access to videos and PPT. This would give you a clear insight about how the classes are conducted, quality of instructors and the level of Interaction in the class.
Yes, we do keep launching multiple offers that best suits your needs. Please email us at: and we will get back to you with exciting offers.
We will help you with the issue and doubts regarding the course. You can attempt the quiz again.
Sure! Your feedbacks are greatly appreciated. Please connect with us on the email support -