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 Higher Institute of Sciences

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

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Specialization - 5 course series

Hadoop: Analyze, Configure & Manage Big Data

Hadoop: Analyze, Configure & Manage Big Data

Course 1, 17 hours

What you'll learn

  • Explain Big Data challenges, Hadoop architecture, and HDFS write and read processes.

  • Configure Hadoop clusters, core files, SSH access, rack awareness, and HDFS components.

  • Execute MapReduce jobs and manage HDFS operations, cluster health, safe mode, checkpointing, and DataNodes.

Skills you'll gain

Category: Apache Hadoop
Category: Distributed Computing
Category: Big Data
Category: File Systems
Category: Java
Category: System Configuration
Category: Data Storage
Category: Data Processing
Category: Metadata Management
Category: Computing Platforms
Category: Systems Administration
Category: File Management
Category: File I/O
Category: Data Infrastructure
Category: Linux Commands
MapReduce with Hadoop: Analyze, Design & Deploy

MapReduce with Hadoop: Analyze, Design & Deploy

Course 2, 14 hours

What you'll learn

  • Design and execute MapReduce jobs using sorting, partitioners, combiners, and Hadoop commands.

  • Process ratings, weblogs, text, and social graph datasets using MapReduce, Pig, and Java.

  • Deploy, test, and validate Hadoop applications on Cloudera Local Host using JAR-based execution.

Skills you'll gain

Category: Data Processing
Category: Apache Hadoop
Category: Social Network Analysis
Category: Distributed Computing
Category: Big Data
Category: Java
Category: Text Mining
Category: Application Deployment
Category: Graph Theory
Apache Hive: Design, Query & Optimize Big Data

Apache Hive: Design, Query & Optimize Big Data

Course 3, 15 hours

What you'll learn

  • Create and manage Hive databases and tables using HiveQL for large-scale data processing.

  • Apply partitions, bucketing, joins, SerDe, functions, and views to transform and organize big data.

  • Optimize Hive queries using indexing, compression, execution plans, sampling, and performance configurations.

Skills you'll gain

Category: Apache Hive
Category: Query Languages
Category: Data Management
Category: Data Transformation
Category: Data Processing
Category: Performance Tuning
Category: Database Development
Category: Extensible Markup Language (XML)
Category: Apache Hadoop
Category: Database Management
Category: SQL
Category: Data Warehousing
Category: Data Storage
Apache Pig: Analyze, Transform & Optimize Data

Apache Pig: Analyze, Transform & Optimize Data

Course 4, 8 hours

What you'll learn

  • Explain Apache Pig concepts, execution modes, data types, and its role within the Hadoop ecosystem.

  • Apply Pig Latin operators and functions to integrate, filter, transform, and analyze large datasets.

  • Develop, debug, and extend Pig workflows using HDFS, EXPLAIN, custom UDFs, and Piggy Bank libraries.

Skills you'll gain

Category: Debugging
Category: Data Transformation
Category: Scripting
Category: Data Manipulation
Category: Program Development
Category: Query Languages
Category: Data Pipelines
Category: Code Reusability
Category: Data Processing
Category: Apache Hadoop
Category: Extract, Transform, Load
Category: Open Source Technology
Category: Data Import/Export
NoSQL Databases: Analyze & Implement Scalable Systems

NoSQL Databases: Analyze & Implement Scalable Systems

Course 5, 15 hours

What you'll learn

  • Analyze NoSQL features, data types, versioning, and ACID and BASE consistency models.

  • Design and schedule big data workflows using Apache Oozie actions, control nodes, and coordinators.

  • Build real-time Storm topologies and apply Apache Mahout for recommendations, classification, and clustering.

Skills you'll gain

Category: Scalability
Category: Apache Mahout
Category: NoSQL
Category: Classification Algorithms
Category: Real Time Data
Category: Model Evaluation
Category: Machine Learning Algorithms
Category: Big Data
Category: Unsupervised Learning
Category: Applied Machine Learning
Category: Data Pipelines
Category: Distributed Computing
Category: Machine Learning
Category: Databases
Category: Transaction Processing
Category: Database Theory
Category: Apache Hive

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Instructor

EDUCBA
EDUCBA
1,708 Courses426,800 learners

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EDUCBA

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