Apache Spark and Scala Training & Certification Course Online- Tekslate

Key Highlights

+1 930 200 4823

( Toll Free )

30 Hrs Instructor Led Training

Self-paced Videos

20 Hrs Project & Exercises

Certification

Job Assistance

Flexible Schedule

Lifetime Free Upgrade

Mentor Support

Curriculum

A complete index of
job-ready skills curated
to meet the industrial need.
Explore.

Introduction to Big Data and Spark

Overview of BigData and Spark
MapReduce limitations
Spark History
Spark Architecture
Spark and Hadoop Advantages
Benefits of Spark + Hadoop
Introduction to Spark Eco-system
Spark Installation

Introduction to Scala

Scala foundation
Features of Scala
Setup Spark and Scala on Ubuntu and Windows OS
Install IDE's for Scala
Run Scala Codes on Scala Shell
Understanding Data types in Scala
Implementing Lazy Values
Control Structures
Looping Structures
Functions
Procedures
Collections
Arrays and Array Buffers
Map's, Tuples and Lists

Object-Oriented Programming in Scala

Implementing Classes
Implementing Getter & Setter
Object & Object Private Fields
Implementing Nested Classes
Using Auxilary Constructor
Primary Constructor
Companion Object
Apply Method
Understanding Packages
Override Methods
Type Checking
Casting
Abstract Classes

Functional Programming in Scala

Understanding Functional programming in Scala
Implementing Traits
Layered Traits
Rich Traits
Anonymous Functions
Higher Order Functions
Closures and Currying
Performing File Processing

Foundation to Spark

Spark Shell and PySpark
Basic operations on Shell
Spark Java projects
Spark Context and Spark Properties
Persistence in Spark
HDFS data from Spark
Implementing Server Log Analysis using Spark

Working with Resilient Distributed DataSets (RDD)

Understanding RDD
Loading data into RDD
Scala RDD, Paired RDD, Double RDD & General RDD Functions
Implementing HadoopRDD, Filtered RDD, Joined RDD
Transformations, Actions and Shared Variables
Spark Operations on YARN
Sequence File Processing
Partitioner and its role in Performance improvement

Spark Eco-system - Spark Streaming & Spark SQL

Introduction to Spark Streaming
Introduction to Spark SQL
Querying Files as Tables
Text file Format
JSON file Format
Parquet file Format
Hive and Spark SQL Architecture
Integrating Spark & Apache Hive
Spark SQL performance optimization
Implementing Data visualization in Spark

We have made a tailored curriculum covering the latest industry-ready concepts to serve every individual’s learning desires.

Project Details

We bring you the best learning experience by delivering all our training sessions practical. Following are the few use cases we shall discuss during the training.

Apache Spark and Scala Training Objectives

1. What are the Apache Spark and Scala course objectives?

After the successful completion of Apache Spark and Scala training at Tekslate, the participant will be able to

Get an overview of Big Data & Hadoop including HDFS (Hadoop Distributed File System), YARN (Yet Another Resource Negotiator).
Gain knowledge on the fundamentals of the Scala programming language, and its features.
Work with Resilient Distributed Datasets (RDD) for creating applications in Spark.
Master Structured Query Language (SQL) using SparkSQL.
Get an overview of the features of Spark ML programming and GraphX programming.
Understand Flume and its components.
Integrate Kafka with real-time streaming systems like Flume.

2. Why should you learn Apache Spark and Scala?

Many top companies are incorporating Apache Spark and Scala in their deployments around the world.
Currently, there are numerous job opportunities available for Apache Spark and Scala professionals worldwide.
Certified Apache Spark and Scala professionals are earning more salaries compared to other technology professionals.
The average salary of an Apache Spark and Scala professional is 133,184 USD per annum.

3. Who should attend Apache Spark and Scala training?

The following job roles will get benefited from learning this course:

Developers and Architects
BI /ETL/DW Professionals
Senior IT Professionals
Testing Professionals
Mainframe Professionals
Freshers
Big Data Enthusiasts
Software Architects, Engineers and Developers
Data Scientists and Analytics Professionals

4. What are the prerequisites for learning Apache Spark and Scala?

There are no specific prerequisites for learning Apache Spark and Scala course. This course can be pursued regardless of learners’ skills.

5. What projects are included in this Apache Spark and Scala training course?

We will provide two real-time projects under the guidance of a professional trainer, who will explain to you how to acquire in-depth knowledge on all the concepts involved in these projects.

+1 930 200 4823

( Toll Free )

Training Options

Different individuals. Different upgrade goals. Different modes of learning.

We got solutions for everyone looking for an AWS Architect course. Opt in for your convenient upgrade option, and we will guide you through.

Duration

One-on-one Session

Support

Resources

Time

Fee

Live Online.

30 Hours

Yes

24x7

Additional tips from the trainer

30 July 2024, 07:00 AM

03 August 2024, 08:00 AM

Self-Paced

30 Hours

Weekdays & Working Hours

Accessible through LMS

At your convenience

Apache Spark and Scala Training Upcoming Batches

Weekday

30 July 2024 to 30 August 2024

07:00 AM

Weekend

03 August 2024 to 03 September 2024

08:00 AM

Weekday

06 August 2024 to 06 September 2024

07:00 AM

Weekend

10 August 2024 to 10 September 2024

07:30 AM

Schedules Doesn't Suit You ?

Our Team can set up a batch at your convinient time.

Corporates Training

Experience and witness the express transformation of your workforce from the world-class tech upgrade platform.

Customized training options

Tailored curriculum to fit your project needs.

Practical exposure is assured.

We have got everything covered for any IT upgrade for your organization. We are one click away.

Success Stories from Future Digital Leaders

I enrolled for Apache Spark and Scala Course at Tekslate. The trainer is a highly experienced professional and explained every concept in detail with practical executions. Thank you Tekslate.

Karthika

I really appreciate trainers patience and he tried to help out with my issue each time and explained projects with a proper explanation on all the concepts. Thank You Tekslate.

Lakshmi

Tekslate is one of the best online platforms for Apache Spark and Scala with affordable price. The trainer is certified professional and covered concepts according to latest developments as per certification exams. Thank you Tekslate.

Madhvi