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In diesem Kurs gibt es 5 Module
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.
Das ist alles enthalten
7 Videos4 Aufgaben
Infos zu Modulinhalt anzeigen
7 Videos•Insgesamt 53 Minuten
Introduction to Customer Complaint Project in Big Data•12 Minuten
Complaint Filed Under Each File•10 Minuten
Creating Driver Files and Jar Manifest•10 Minuten
Creating Driver Files and Jar Manifest Continues•2 Minuten
Complaint Filed from Particular Location•6 Minuten
User Defined Location•8 Minuten
List of Complaint Grouped By Location•6 Minuten
4 Aufgaben•Insgesamt 60 Minuten
Getting Started with Hadoop Projects•30 Minuten
Exploring Customer Complaint Analysis•10 Minuten
Building and Running Hive-Based Programs•10 Minuten
Location-Based Complaint Insights•10 Minuten
Managing Health Survey Data using HDFS
Modul 2•2 Stunden abzuschließen
Moduldetails
Das ist alles enthalten
7 Videos4 Aufgaben
Infos zu Modulinhalt anzeigen
7 Videos•Insgesamt 58 Minuten
Introduction to Health Analysis•11 Minuten
Show Rows Data From Health Data Table•8 Minuten
Adding New Data in Health Data Table•8 Minuten
Get Data From HDFS Database from SQL Database•6 Minuten
Getting Data in New HDFS Directory from SQL•8 Minuten
Export Data Table From HDFS to SQL•10 Minuten
Get Details of City Population in Health Dataset•7 Minuten
4 Aufgaben•Insgesamt 51 Minuten
Managing Health Survey Data using HDFS•30 Minuten
Introduction to Health Data Management•10 Minuten
Handling Data in HDFS•10 Minuten
Exporting and Analyzing Health Information•1 Minute
Traffic Violation Data Analysis
Modul 3•2 Stunden abzuschließen
Moduldetails
Das ist alles enthalten
9 Videos4 Aufgaben
Infos zu Modulinhalt anzeigen
9 Videos•Insgesamt 77 Minuten
Introduction to Traffic Violation Analysis•9 Minuten
Introduction to Traffic Violation Analysis Continues•7 Minuten
Get Table From SQL to HDFS Directory•5 Minuten
Output of Table From SQL to HDFS Directory•8 Minuten
List Databases and Tables of SQl in HDFS•10 Minuten
Create and Execute jobs in Traffic Violation•10 Minuten
Import Data for Personal Injuries from SQL•9 Minuten
Get Data For State Maryland•9 Minuten
Extract Data of Traffic Violation from HDFS to My SQL•10 Minuten
4 Aufgaben•Insgesamt 60 Minuten
Traffic Violation Data Analysis•30 Minuten
Setting Up Traffic Violation Project•10 Minuten
Data Transfer between SQL and HDFS•10 Minuten
Executing Jobs and Extracting Results•10 Minuten
Loan Dataset Analysis using Pig and MapReduce
Modul 4•2 Stunden abzuschließen
Moduldetails
Das ist alles enthalten
10 Videos4 Aufgaben
Infos zu Modulinhalt anzeigen
10 Videos•Insgesamt 74 Minuten
Introduction to Analyze the Loan Data Set•7 Minuten
Introduction to Analyze the Loan Data Set Continues•8 Minuten
Overall Average Risk•8 Minuten
Coding Average Risk•8 Minuten
Coding Average Risk Continues•7 Minuten
More on Average Risk•8 Minuten
Average Risk Per Location•7 Minuten
Average Risk per Loan Type•10 Minuten
Calculate Average Risk Per Category•6 Minuten
Calculate Average Risk Per category Continues•5 Minuten
4 Aufgaben•Insgesamt 60 Minuten
Loan Dataset Analysis using Pig and MapReduce•30 Minuten
Understanding and Preparing Loan Data•10 Minuten
Coding and Computing Average Risk•10 Minuten
Analyzing Risk by Loan Type and Location•10 Minuten
Advanced Hadoop Integrations and Analysis
Modul 5•2 Stunden abzuschließen
Moduldetails
Das ist alles enthalten
9 Videos4 Aufgaben
Infos zu Modulinhalt anzeigen
9 Videos•Insgesamt 68 Minuten
Comparable Interface in MapReduce•10 Minuten
Implementation and Execution MapReduce•7 Minuten
Average Risk Per Category in PIG•8 Minuten
Average Risk Per Category and Location in PIG•8 Minuten
Average Risk Per Category and Location in PIG Continues•6 Minuten
Average Risk Per Category in Hive•7 Minuten
Analysis Bank Loan Dataset in HIVE•7 Minuten
Analysis Bank Loan Dataset in HIVE Continues•6 Minuten
Understand of Sqoop and Get RDBMS Data in HDFS•11 Minuten
4 Aufgaben•Insgesamt 60 Minuten
Advanced Hadoop Integrations and Analysis•30 Minuten
Implementing Custom MapReduce Logic•10 Minuten
Advanced Analysis with Pig and Hive•10 Minuten
Integrating Sqoop and RDBMS with Hadoop•10 Minuten
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