EDUCBA

Hadoop Big Data Analytics & Projects Mastery Specialization

EDUCBA

Hadoop Big Data Analytics & Projects Mastery Specialization

Master Hadoop Big Data Analytics Tools.

Apply Hive, Pig, and MapReduce to analyze and optimize real-world Big Data projects.

EDUCBA

Instructor: EDUCBA

Access provided by Technological University (Thanlyin)

Get in-depth knowledge of a subject
Intermediate level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Intermediate level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Design and optimize Hive, Pig, and MapReduce workflows for Big Data analytics.

  • Apply Hadoop ecosystem tools to process, transform, and visualize real-world datasets.

  • Implement project-based data pipelines and extract actionable insights for enterprise use.

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Taught in English

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Specialization - 5 course series

Hadoop Projects: Analyze Big Data with Hive & Pig

Hadoop Projects: Analyze Big Data with Hive & Pig

Course 1, 12 hours

What you'll learn

  • Build Hadoop workflows using HDFS, Hive, Pig, MapReduce, and Sqoop for large-scale data processing.

  • Import, transform, analyze, and export structured datasets between relational databases and Hadoop.

  • Develop MapReduce logic and evaluate complaint, health, traffic, and loan data for meaningful insights.

Skills you'll gain

Category: Apache Hadoop
Category: Apache Hive
Category: Big Data
Category: Data Import/Export
Category: Analysis
Category: Distributed Computing
Category: Data Integration
Category: Data Transformation
Category: Performance Tuning
Category: Enterprise Application Management
Category: Database Management
Category: Data Processing
Category: Data Analysis
Category: SQL
Category: Data Manipulation
Big Data Analytics with Hive, Pig & MapReduce

Big Data Analytics with Hive, Pig & MapReduce

Course 2, 10 hours

What you'll learn

  • Create and optimize Hive databases and tables using partitions, buckets, constraints, and advanced table clauses.

  • Import data with Sqoop and run MapReduce jobs to process XML and analyze large-scale social media datasets.

  • Write Pig Latin scripts and use Hive complex data types to analyze bookmarking data and user interactions.

Skills you'll gain

Category: Apache Hive
Category: Big Data
Category: Extensible Markup Language (XML)
Category: Social Media Analytics
Category: Data Processing
Category: Database Design
Category: Data Management
Category: Apache Hadoop
Category: Analytics
Category: Database Management
Category: Data Import/Export
Category: Data Integration
Big Data with Hadoop: Apply MapReduce, Pig & Hive

Big Data with Hadoop: Apply MapReduce, Pig & Hive

Course 3, 9 hours

What you'll learn

  • Preprocess JSON sensor data and apply Hadoop MapReduce to analyze demographic, income, and social indicators.

  • Build Apache Pig data flows using functions, filtering, grouping, and aggregation to identify meaningful patterns.

  • Execute Apache Hive queries on historical and JSON datasets to produce reports that support evidence-based decisions.

Skills you'll gain

Category: Data Processing
Category: Apache Hadoop
Category: Apache Hive
Category: Query Languages
Category: Data Transformation
Category: Big Data
Category: Dataflow
Category: Data Preprocessing
Category: JSON
Category: Data-Driven Decision-Making
Category: Data Analysis
Category: Analytics
Category: Debugging
Category: People Analytics
Hadoop Projects: Apply MapReduce, Pig & Hive

Hadoop Projects: Apply MapReduce, Pig & Hive

Course 4, 7 hours

What you'll learn

  • Prepare and structure raw YouTube metadata for analysis using Hadoop and HDFS.

  • Apply MapReduce and Pig Latin scripts to process, transform, and analyze large YouTube datasets.

  • Create Hive tables and execute HiveQL queries to identify top-rated and most-viewed videos.

Skills you'll gain

Category: Apache Hive
Category: Scripting
Category: Data Processing
Category: Big Data
Category: Apache Hadoop
Category: Query Languages
Category: Data Analysis
Category: Social Media Analytics
Category: Analytics
Category: Data Integration
Category: Scripting Languages
Category: Data Preprocessing
Category: Data Transformation
Hadoop Projects: Analyze & Optimize Big Data

Hadoop Projects: Analyze & Optimize Big Data

Course 5, 11 hours

What you'll learn

  • Process and transform large datasets using HDFS, MapReduce, Apache Pig, and Apache Hive.

  • Design Hive schemas and build workflows for querying, filtering, joining, and aggregating data.

  • Analyze log, sales, tourism, e-commerce, faculty, and salary data to generate actionable insights.

Skills you'll gain

Category: Apache Hive
Category: Apache Hadoop
Category: Big Data
Category: Data Transformation
Category: Data Cleansing
Category: Data Preprocessing
Category: Data Processing
Category: Data Analysis
Category: Scalability
Category: Analytics
Category: Data Pipelines
Category: File Management
Category: Database Design
Category: Query Languages
Category: Distributed Computing
Category: Data Management

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Instructor

EDUCBA
EDUCBA
1,708 Courses425,513 learners

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