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UID:849@x8ti.com
DTSTART;TZID=Asia/Kuala_Lumpur:20250616T090000
DTEND;TZID=Asia/Kuala_Lumpur:20250627T130000
DTSTAMP:20241203T203427Z
URL:https://x8ti.com/event/telecom-cdr-call-detail-record-decoding-and-ana
 lysis-3/
SUMMARY:Telecom CDR (Call Detail Record) Decoding and Analysis
DESCRIPTION:Introduction\nThis course by Xcelerate Training Institute focus
 es on the critical role of Call Detail Records (CDRs) in the telecommunica
 tions industry. It provides a comprehensive understanding of CDR decoding\
 , analysis\, and its impact on billing and revenue generation. The course 
 covers telecom fundamentals\, network architecture\, and billing systems t
 o equip participants with the necessary skills to effectively analyze CDR 
 data.\nLearning Objectives\nUpon completion\, participants will be able to
  decode and analyze CDRs\, understand telecom billing processes\, and iden
 tify potential revenue opportunities. They will also gain insights into ne
 twork security and fraud prevention related to CDR data.\nTraining Methodo
 logy\nThe course employs a combination of theoretical instruction and prac
 tical exercises to enhance learning. Participants will engage in interacti
 ve discussions\, case studies\, and hands-on activities to apply their kno
 wledge.\nBenefits for Your Organization\nOrganizations investing in this c
 ourse can expect improved billing accuracy\, enhanced fraud detection\, an
 d optimized revenue generation through effective CDR analysis.\nBenefits f
 or you\nIndividuals will develop expertise in CDR decoding and analysis\, 
 expanding their career opportunities in the telecommunications industry.\n
 Target Audience\nThis course is designed for professionals working in bill
 ing\, revenue management\, fraud prevention\, and network operations withi
 n the telecommunications sector.\nCourse Outline\nIntroduction to CDRs\n\n
  	\nWhat are Call Detail Records?\n\n 	Definition and purpose of CDRs\n 	I
 mportance in telecommunications\n\n\n 	\nTypes of CDRs\n\n 	Voice\, SMS\, 
 data\, and other record types\n\n\n 	\nRegulatory and Compliance Considera
 tions\n\n 	Legal requirements for CDR retention\n 	Privacy and data protec
 tion regulations\n\n\n\nCDR Structure and Formats\n\n 	\nCDR Fields and At
 tributes\n\n 	Common fields (e.g.\, caller\, receiver\, timestamps\, durat
 ion)\n 	Optional fields and custom attributes\n\n\n 	\nFormats and Standar
 ds\n\n 	Different encoding formats (e.g.\, CSV\, XML\, JSON)\n 	Overview o
 f telecom standards (3GPP\, ITU)\n\n\n\nCDR Generation and Collection\n\n 
 	\nHow CDRs are Generated\n\n 	Overview of telecom network elements (e.g.\
 , switches\, routers)\n 	Triggers for CDR generation\n\n\n 	\nCDR Collecti
 on Mechanisms\n\n 	Techniques for collecting CDRs from various systems\n 	
 Real-time vs. batch processing\n\n\n\nCDR Decoding Techniques\n\n 	\nData 
 Parsing and Transformation\n\n 	Tools and languages for parsing CDRs (e.g.
 \, Python\, R)\n 	Using regular expressions for field extraction\n\n\n 	\n
 Data Cleaning and Validation\n\n 	Handling incomplete or erroneous records
 \n 	Techniques for ensuring data integrity\n\n\n\nAnalyzing CDR Data\n\n 	
 \nExploratory Data Analysis (EDA)\n\n 	Techniques for initial data explora
 tion\n 	Visualizing CDR data using tools (e.g.\, pandas\, Matplotlib)\n\n\
 n 	\nKey Metrics and KPIs\n\n 	Understanding important metrics (e.g.\, ARP
 U\, churn rate)\n 	Calculating and interpreting KPIs from CDRs\n\n\n\nAdva
 nced Analysis Techniques\n\n 	\nPattern Recognition and Anomaly Detection\
 n\n 	Identifying unusual patterns or fraudulent activity\n 	Machine learni
 ng approaches for anomaly detection\n\n\n 	\nCustomer Behavior Analysis\n\
 n 	Segmenting users based on CDR data\n 	Predictive modeling for customer 
 retention\n\n\n\nCDR Reporting and Visualization\n\n 	\nCreating Reports f
 rom CDR Data\n\n 	Tools for report generation (e.g.\, SQL\, BI tools)\n 	B
 est practices for effective reporting\n\n\n 	\nData Visualization Techniqu
 es\n\n 	Visualizing trends and patterns in CDRs\n 	Tools for creating dash
 boards (e.g.\, Tableau\, Power BI)\n\n\n\nPractical Applications of CDR An
 alysis\n\n 	\nRevenue Assurance\n\n 	Using CDRs to detect revenue leakage\
 n\n\n 	\nNetwork Optimization\n\n 	Analyzing CDRs for capacity planning an
 d resource allocation\n\n\n 	\nFraud Detection and Prevention\n\n 	Case st
 udies on fraud detection using CDR analysis\n\n\n\n&nbsp\;
ATTACH;FMTTYPE=image/jpeg:https://x8ti.com/wp-content/uploads/2024/12/IMG-
 20241019-WA0124.jpg
CATEGORIES:Telecommunication
LOCATION:Kuala Lumpur Training Courses\, Banyan Tree Kuala Lumpur\, Kuala L
 umpur\, Malaysia\, Malaysia
X-APPLE-STRUCTURED-LOCATION;VALUE=URI;X-ADDRESS=Banyan Tree Kuala Lumpur\, 
 Kuala Lumpur\, Malaysia\, Malaysia;X-APPLE-RADIUS=100;X-TITLE=Kuala Lumpur
  Training Courses:geo:0,0
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TZID:Asia/Kuala_Lumpur
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DTSTART:20240616T090000
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