Accelerate Your Career with Hadoop & Spark Certification: Become an Expert in Big Data Technologies

In the era of Big Data, the ability to manage and process vast amounts of information is critical for
businesses to gain actionable insights. Hadoop and Apache Spark are two of the most powerful
technologies that have transformed the way companies handle and analyze data. ENCODE-IT’s
Hadoop and Spark Certification course offers comprehensive training in both these frameworks,
providing you with the necessary skills to manage, process, and analyze large-scale datasets.
Hadoop is the foundational framework for distributed data storage and processing, while Apache
Spark is known for its lightning-fast processing speed and advanced analytics capabilities. This course
will teach you the core concepts of Hadoop and Spark, hands-on techniques for data processing, and
how to use these technologies for real-time analytics and machine learning.

By the end of this course, you will be equipped with the practical skills needed to work with Big Data
systems, making you highly sought after by organizations across the globe. Whether you are looking
to upskill or kickstart your career in Big Data, this course will provide the expertise to help you thrive
in the field.

Salary Scale in India
With the increasing demand for data-driven decision-making, professionals skilled in Hadoop and
Spark are highly sought after in the job market. In India, Hadoop and Spark developers, data
engineers, and Big Data professionals can expect competitive salaries. An entry-level Hadoop and
Spark developer can earn between ₹7,00,000 and ₹9,00,000 annually. Mid-level professionals with
3-5 years of experience earn around ₹10,00,000 to ₹15,00,000 per annum, while senior-level
professionals can earn upwards of ₹18,00,000 annually. As Big Data becomes integral to business
success, the demand for skilled professionals will continue to grow, offering lucrative career
opportunities.

Placement Assistance & Certification
At ENCODE-IT, we provide dedicated placement assistance to ensure you have the best chances of
securing a role with top companies. Our placement support team works closely with industry
partners to connect our students with high-paying job opportunities. Upon successful completion of
the Hadoop and Spark Certification course, you will receive a certification from ENCODE-IT,
recognized by employers in the field of Big Data. This certification will serve as a testament to your
skills in data processing, analytics, and management, setting you up for a rewarding career in Big
Data.

Course Curriculum

1. Introduction to Big Data and Hadoop
 Understanding Big Data and Its Significance
 Overview of Hadoop: History and Components
 Hadoop Distributed File System (HDFS)
 Introduction to MapReduce: A Programming Model
 Hadoop Ecosystem: Pig, Hive, HBase, Zookeeper
 Setting up Hadoop Cluster and Configuration

2. Deep Dive into Hadoop HDFS and MapReduce
 HDFS Architecture and Data Replication
 Data Storage and File Operations in HDFS
 MapReduce Programming Model and Workflow
 Writing and Running MapReduce Jobs
 Optimizing MapReduce Jobs for Performance

3. Introduction to Apache Spark
 Overview of Apache Spark and Its Ecosystem
 RDDs (Resilient Distributed Datasets) and DataFrames
 Spark SQL and Data Querying
 Apache Spark vs. Hadoop MapReduce
 Installing and Configuring Spark
 Spark Programming in Scala and Python

4. Data Processing with Apache Spark
 Transformations and Actions in Spark
 Spark Streaming for Real-Time Data Processing
 Integrating Spark with HDFS
 Working with Spark RDDs and DataFrames
 Caching and Persistence in Spark
 Performance Tuning in Spark Jobs

5. Advanced Analytics with Spark
 Machine Learning with Apache Spark MLlib
 Building Predictive Models using Spark
 Data Mining and Statistical Analysis
 Natural Language Processing (NLP) with Spark
 Graph Processing with GraphX
 Real-Time Analytics with Spark Streaming

6. Data Storage and Management with Hadoop Ecosystem
 Introduction to NoSQL Databases (HBase, Cassandra)
 Working with HBase for Large-Scale Storage
 Querying and Managing Data with Apache Hive

 Data Processing with Apache Pig
 Integrating Hadoop with External Systems
 Data Backup and Restoration in Hadoop

7. Big Data Security and Performance Optimization
 Understanding Security in Big Data Frameworks
 Implementing Authentication and Authorization in Hadoop
 Data Encryption and Secure Data Processing
 Performance Optimization in Hadoop and Spark
 Troubleshooting and Error Handling in Hadoop
 Using Apache Zookeeper for Cluster Coordination

8. Cloud Computing with Hadoop and Spark
 Deploying Hadoop and Spark on Cloud Platforms
 Using AWS, Google Cloud, and Azure for Big Data Projects
 Cloud-Based Data Storage and Processing
 Running Spark Jobs on Cloud Environments
 Integrating Cloud Services with Big Data Solutions

9. Case Studies and Real-World Applications
 Real-Time Data Processing for E-commerce and Retail
 Big Data Analytics in Healthcare and Finance
 Data Warehousing Solutions with Hadoop and Spark
 Implementing Machine Learning with Big Data
 Case Study: Predictive Analytics Using Spark and Hadoop

10. Final Project and Certification Exam
 Capstone Project: Building a Real-Time Big Data Solution
 Data Collection, Processing, and Analytics with Hadoop and Spark
 Optimizing Spark Jobs for Performance
 Final Exam and Assessment
 Certification Exam and Job Assistance

Key Features
 Tools & Platforms: Hadoop, Apache Spark, HDFS, Pig, Hive, HBase, MapReduce, Spark SQL,
Spark Streaming

 Real-World Projects: Hands-on experience with Big Data systems and real-world
applications
 Certification & Placement Support: Hadoop and Spark certification, plus job placement
assistance
 Expert Instructors: Learn from professionals with extensive experience in Big Data
technologies
 Career Growth: Gain high-demand skills in data processing and analytics for top companies

Why Choose ENCODE-IT for Hadoop and Spark Certification?
With Big Data becoming a cornerstone for business success, having proficiency in Hadoop and Spark
is a game-changer. ENCODE-IT’s Hadoop and Spark Certification course equips you with essential
skills to manage and analyze large-scale datasets. Our hands-on training, expert instructors, and
career support ensure that you are ready to excel in the Big Data domain. Enroll today and start your
journey to becoming a Big Data expert with ENCODE-IT!