Big Data Apache Spark with Python and Scala Training

4 out of 5
4
6 reviews
Big Data Online Training

ONE TO ONE TRAINING

Get 1-to-1 Live Instructor Led Online Training in flexible timings

Big Data Online Training , Apache Spark is a flexible framework that allows processing of batch and real-time data. Its unified engine has made it quite popular for big data use cases. Spark provides in-memory cluster computing which greatly boosts the speed of iterative algorithms and interactive data mining tasks.

Tons of companies are adopting Apache Spark to extract meaning from massive data sets, today you have access to that same big data technology right on your desktop.Apache Spark is becoming a must tool for big data engineers and data scientists.

Big Data Online Training Key Features

  • The course is designed to give you a fundamental understanding of and hands-on experience in writing basic code as well as running applications on a Spark cluster.
  • A comprehensive training to help you get the most out of the trending Big Data framework for all your data processing needs
  • 100+ hands-on Apache Spark examples
  • A more in-depth explanation might help the beginners to understand better too.

Key Highlights

  • Course Syllabus Designed for Working Professionals
  • Projects and Assignments
  • LMS Access (Source Codes,Presentations,Quizzes,Class recordings,Interview Q&A)
  • Assessment: Program prep and orientation quiz.
  • Personalized feedback and career guidance
1
BIG DATA
  • Why is Big Data a Big Deal
  • Serial and Distributed Computing
  • Whats is Hadoop
  • Hadoop Overview and History
  • Overview of Hadoop Ecosystem
2
HDFS and MAPREDUCE
  • HDFS:What it is and how it works
  • HDFS Commands
  • How MapReduce Distributed Processing
  • “Hello World” in MapReduce
  • Datasets with MapReduce
  • Role of Hbase in Big Data Processing
  • Hadoop vs. Spark
3
UNDERSTANDING SPARK
  • Whats is Apache Spark
  • Spark Jobs and APIs
  • Spark 2.0 Architecture
  • Installing Spark Requirements
  • Installing Spark from binaries
4
SPARK PROGRAMMING
5
RESILIENT DISTRIBUTED DATA SETS
  • Internal workings of an RDD
  • Creating RDDs
  • RDD API
  • Transformations
  • Actions
6
DATA FRAMES
  • Why DataFrames?
  • Python to RDD Communications
  • Catalyst Optimizer
  • Creating Data Frames
  • Data Frame operations
  • Simple Data Frame Queries
  • Interoperating with RDDs
  • Querying with Spark SQL
  • Spark SQL-Loading and Saving data
  • (JSON,RDBMS,Parquet,arbitrary source)
  • Spark Dataset API
7
DATA ANALYSIS ON SPARK
  • Data Analysis on Spark
  • Data Analytics life cycle
  • Data Acquisition
  • Data Preparation
8
SPARK STREAMING
  • Introduction to streaming
  • Spark Stream Context
  • Integrating Spark Streaming with Spark SQL
  • Errors and recovery(Checkpointing)
  • Accumulator
  • Implement stream processing in Spark using Dstreams
  • TCP stream,File streams
  • Window Operations
  • Stateful transformations using sliding windows
  • Tumbling windows
  • Count-based windows
  • Time-based windows
  • Session-based windows
  • Spark Streaming in Production(Overview)
All our trainers are certified and are highly qualified, with multiple years of experience in working with front-end development technology.
All the classes are live. They are interactive sessions that enable you to ask questions and participate in discussions during the class time. We do, however, provide recordings of each session you attend for your future reference.
Yes, Whatsapp our support Team, Our customer service representatives will give you more details.
Detailed installation of required software will be displayed in your LMS. Our support team will help you to setup software if you need assistance. Hardware requirements need to be fulfilled by participants.
CourseTrack is offering you the most updated, relevant and high value real-world projects as part of the training program. This way you can implement the learning that you have acquired in a real-world industry setup. All training comes with multiple projects that thoroughly test your skills, learning and practical knowledge thus making you completely industry-ready.
Payments can be made using any of the following options and a receipt of the same will be issued to you automatically via email. Visa Debit Card / Credit Card American Express Master Card, Or PayPal


4
4 out of 5
6 Ratings

Detailed Rating

Stars 5
3
Stars 4
0
Stars 3
3
Stars 2
0
Stars 1
0

{{ review.user }}

{{ review.time }}
 

Show more
Please, login to leave a review
Add to Wishlist
Enrolled: 1543 students
Duration: 60 hours
Lectures: 8
Level: Beginner

Contact us

Mobile: +91 8098432294

Contact

About

CourseTrack offers DevOps Tools , Cloud , Data Science, Full Stack Development (MEAN,MERN,Spring) Courses Platform enables LIVE interactive learning between a Industry experts and a job seekers. .