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Il y a 5 modules dans ce cours
By the end of this course, learners will be able to design, implement, and analyze real-world Big Data projects using Hadoop’s core components — HDFS, Hive, Pig, and MapReduce. They will apply data processing techniques to customer complaints, health surveys, traffic violations, and loan datasets to extract valuable business insights.
This hands-on, project-based course guides learners through every stage of Big Data analysis — from importing and transforming data to executing distributed computations and exporting results to relational databases. Learners will master essential Hadoop workflows such as writing MapReduce programs, developing Hive queries, integrating Pig scripts, and using Sqoop for seamless SQL data transfer.
What makes this course unique is its real-world project orientation that combines four complete Hadoop case studies into one comprehensive learning experience. Each module provides step-by-step implementation practice to build confidence and technical proficiency. Upon completion, learners will be equipped to manage large datasets, optimize performance, and apply Hadoop-based solutions in enterprise environments.
Inclus
7 vidéos4 devoirs
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7 vidéos•Total 53 minutes
Introduction to Customer Complaint Project in Big Data•12 minutes
Complaint Filed Under Each File•10 minutes
Creating Driver Files and Jar Manifest•10 minutes
Creating Driver Files and Jar Manifest Continues•2 minutes
Complaint Filed from Particular Location•6 minutes
User Defined Location•8 minutes
List of Complaint Grouped By Location•6 minutes
4 devoirs•Total 60 minutes
Exploring Customer Complaint Analysis•10 minutes
Building and Running Hive-Based Programs•10 minutes
Location-Based Complaint Insights•10 minutes
Getting Started with Hadoop Projects•30 minutes
Managing Health Survey Data using HDFS
Module 2•2 heures à terminer
Détails du module
Inclus
7 vidéos4 devoirs
Afficher les informations sur le contenu du module
7 vidéos•Total 58 minutes
Introduction to Health Analysis•11 minutes
Show Rows Data From Health Data Table•8 minutes
Adding New Data in Health Data Table•8 minutes
Get Data From HDFS Database from SQL Database•6 minutes
Getting Data in New HDFS Directory from SQL•8 minutes
Export Data Table From HDFS to SQL•10 minutes
Get Details of City Population in Health Dataset•7 minutes
4 devoirs•Total 51 minutes
Introduction to Health Data Management•10 minutes
Handling Data in HDFS•10 minutes
Exporting and Analyzing Health Information•1 minute
Managing Health Survey Data using HDFS•30 minutes
Traffic Violation Data Analysis
Module 3•2 heures à terminer
Détails du module
Inclus
9 vidéos4 devoirs
Afficher les informations sur le contenu du module
9 vidéos•Total 77 minutes
Introduction to Traffic Violation Analysis•9 minutes
Introduction to Traffic Violation Analysis Continues•7 minutes
Get Table From SQL to HDFS Directory•5 minutes
Output of Table From SQL to HDFS Directory•8 minutes
List Databases and Tables of SQl in HDFS•10 minutes
Create and Execute jobs in Traffic Violation•10 minutes
Import Data for Personal Injuries from SQL•9 minutes
Get Data For State Maryland•9 minutes
Extract Data of Traffic Violation from HDFS to My SQL•10 minutes
4 devoirs•Total 60 minutes
Setting Up Traffic Violation Project•10 minutes
Data Transfer between SQL and HDFS•10 minutes
Executing Jobs and Extracting Results•10 minutes
Traffic Violation Data Analysis•30 minutes
Loan Dataset Analysis using Pig and MapReduce
Module 4•2 heures à terminer
Détails du module
Inclus
10 vidéos4 devoirs
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10 vidéos•Total 74 minutes
Introduction to Analyze the Loan Data Set•7 minutes
Introduction to Analyze the Loan Data Set Continues•8 minutes
Overall Average Risk•8 minutes
Coding Average Risk•8 minutes
Coding Average Risk Continues•7 minutes
More on Average Risk•8 minutes
Average Risk Per Location•7 minutes
Average Risk per Loan Type•10 minutes
Calculate Average Risk Per Category•6 minutes
Calculate Average Risk Per category Continues•5 minutes
4 devoirs•Total 60 minutes
Understanding and Preparing Loan Data•10 minutes
Coding and Computing Average Risk•10 minutes
Analyzing Risk by Loan Type and Location•10 minutes
Loan Dataset Analysis using Pig and MapReduce•30 minutes
Advanced Hadoop Integrations and Analysis
Module 5•2 heures à terminer
Détails du module
Inclus
9 vidéos4 devoirs
Afficher les informations sur le contenu du module
9 vidéos•Total 68 minutes
Comparable Interface in MapReduce•10 minutes
Implementation and Execution MapReduce•7 minutes
Average Risk Per Category in PIG•8 minutes
Average Risk Per Category and Location in PIG•8 minutes
Average Risk Per Category and Location in PIG Continues•6 minutes
Average Risk Per Category in Hive•7 minutes
Analysis Bank Loan Dataset in HIVE•7 minutes
Analysis Bank Loan Dataset in HIVE Continues•6 minutes
Understand of Sqoop and Get RDBMS Data in HDFS•11 minutes
4 devoirs•Total 60 minutes
Implementing Custom MapReduce Logic•10 minutes
Advanced Analysis with Pig and Hive•10 minutes
Integrating Sqoop and RDBMS with Hadoop•10 minutes
Advanced Hadoop Integrations and Analysis•30 minutes
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