EDUCBA
Hadoop & Big Data Foundations Mastery Course Specialization
EDUCBA

Hadoop & Big Data Foundations Mastery Course Specialization

Master Hadoop & Big Data Ecosystems. Gain hands-on expertise in Hadoop, Hive, Pig, and NoSQL to manage and optimize big data systems.

EDUCBA

Instructor: EDUCBA

Access provided by Almaty Management University

Get in-depth knowledge of a subject
Beginner level

Recommended experience

2 months to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Beginner level

Recommended experience

2 months to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Configure and manage Hadoop clusters, execute MapReduce jobs, and validate system performance.

  • Design and optimize data workflows using Hive, Pig, and NoSQL databases for large-scale analytics.

  • Integrate multiple Big Data tools to build scalable, fault-tolerant, and intelligent data processing systems.

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Taught in English
Recently updated!

November 2025

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Specialization - 5 course series

What you'll learn

  • Configure and manage HDFS for distributed data storage.

  • Execute and optimize MapReduce jobs for large datasets.

  • Implement fault tolerance and monitor Hadoop cluster health.

Skills you'll gain

Category: Apache Hadoop
Category: Big Data
Category: Distributed Computing
Category: Data Storage
Category: Data Processing
Category: Java
Category: Cloud Management
Category: Operating System Administration
Category: Systems Administration
Category: Command-Line Interface
Category: Data Infrastructure

What you'll learn

  • Develop and optimize custom MapReduce programs in Hadoop.

  • Build and analyze data workflows using Pig and Java APIs.

  • Deploy and manage real-world projects on Cloudera clusters.

Skills you'll gain

Category: Program Development
Category: Distributed Computing
Category: Java
Category: Text Mining
Category: Data Infrastructure
Category: Apache Hadoop
Category: Social Network Analysis
Category: Big Data
Category: Data Processing
Category: Graph Theory
Category: Debugging
Category: File Systems

What you'll learn

  • Design and manage Hive databases, tables, and partitions.

  • Implement joins, UDFs, and SerDe for data transformation.

  • Optimize queries and tune performance for big data workflows.

Skills you'll gain

Category: Data Transformation
Category: Data Processing
Category: Apache Hadoop
Category: Performance Tuning
Category: Query Languages
Category: Apache Hive
Category: SQL
Category: Data Warehousing
Category: Data Manipulation
Category: Extensible Markup Language (XML)
Category: Databases
Category: Database Management

What you'll learn

  • Write and execute Pig Latin scripts for data processing.

  • Use operators and functions to transform large datasets.

  • Develop advanced workflows with UDFs and Piggy Bank.

Skills you'll gain

Category: Open Source Technology
Category: Data Transformation
Category: Scripting
Category: Debugging
Category: Data Pipelines
Category: Data Analysis Expressions (DAX)
Category: Query Languages
Category: Apache
Category: Data Processing
Category: Extract, Transform, Load
Category: Apache Hadoop
Category: Data Manipulation
Category: Scripting Languages

What you'll learn

  • Compare NoSQL models and consistency approaches.

  • Implement workflows with Oozie and streaming via Storm.

  • Build recommendation and clustering models using Mahout.

Skills you'll gain

Category: Scalability
Category: Real Time Data
Category: NoSQL
Category: Machine Learning Algorithms
Category: Data Processing
Category: Machine Learning
Category: Database Architecture and Administration
Category: Data Pipelines
Category: Distributed Computing
Category: Databases
Category: Big Data
Category: Data Integrity

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Instructor

EDUCBA
EDUCBA
557 Courses146,291 learners

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EDUCBA

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