Big Data Analytics for Telecom Regulators Training Course

Код на курса

BDATR

Продължителност

14 hours (usually 2 days including breaks)

Изисквания

There are no specific requirements needed to attend this course.

Общ преглед

To meet compliance of the regulators, CSPs (Communication service providers) can tap into Big Data Analytics which not only help them to meet compliance but within the scope of same project they can increase customer satisfaction and thus reduce the churn. In fact since compliance is related to Quality of service tied to a contract, any initiative towards meeting the compliance, will improve the “competitive edge” of the CSPs. Therefore, it is important that Regulators should be able to advise/guide a set of Big Data analytic practice for CSPs that will be of mutual benefit between the regulators and CSPs.

The course consists of 8 modules (4 on day 1, and 4 on day 2)

План на курса

1. Module-1 : Case studies of how Telecom Regulators have used Big Data Analytics for imposing compliance :

  • TRAI ( Telecom Regulatory Authority of India)
  • Turkish Telecom regulator : Telekomünikasyon Kurumu
  • FCC -Federal Communication Commission
  • BTRC – Bangladesh Telecommunication Regulatory Authority

2. Module-2 : Reviewing Millions of contract between CSPs and its users using unstructured Big data analytics

  • Elements of NLP ( Natural Language Processing )
  • Extracting SLA ( service level agreements ) from millions of Contracts
  • Some of the known open source and licensed tool for Contract analysis ( eBravia, IBM Watson, KIRA)
  • Automatic discovery of contract and conflict from Unstructured data analysis

3. Module -3 : Extracting Structured information from unstructured Customer Contract and map them to Quality of Service obtained from IPDR data & Crowd Sourced app data. Metric for Compliance. Automatic detection of compliance violations.

4. Module- 4 : USING app approach to collect compliance and QoS data- release a free regulatory mobile app to the users to track & Analyze automatically. In this approach regulatory authority will be releasing free app and distribute among the users-and the app will be collecting data on QoS/Spams etc and report it back in analytic dashboard form :

  • Intelligent spam detection engine (for SMS only) to assist the subscriber in reporting
  • Crowdsourcing of data about offending messages and calls to speed up detection of unregistered telemarketers
  • Updates about action taken on complaints within the App
  • Automatic reporting of voice call quality ( call drop, one way connection) for those who will have the regulatory app installed
  • Automatic reporting of Data Speed

5. Module-5 : Processing of regulatory app data for automatic alarm system generation (alarms will be generated and emailed/sms to stake holders automatically) :
Implementation of dashboard and alarm service

  • Microsoft Azure based dashboard and SNS alarm service
  • AWS Lambda Service based Dashboard and alarming
  • AWS/Microsoft Analytic suite to crunch the data for Alarm generation
  • Alarm generation rules

6. Module-6 : Use IPDR data for QoS and Compliance-IPDR Big data analytics:

  • Metered billing by service and subscriber usage
  • Network capacity analysis and planning
  • Edge resource management
  • Network inventory and asset management
  • Service-level objective (SLO) monitoring for business services
  • Quality of experience (QOE) monitoring
  • Call Drops
  • Service optimization and product development analytics

7. Module-7 : Customer Service Experience & Big Data approach to CSP CRM :

  • Compliance on Refund policies
  • Subscription fees
  • Meeting SLA and Subscription discount
  • Automatic detection of not meeting SLAs

8. Module-8 : Big Data ETL for integrating different QoS data source and combine to a single dashboard alarm based analytics:

  • Using a PAAS Cloud like AWS Lambda, Microsoft Azure
  • Using a Hybrid cloud approach

Свързани Kатегории

Свързани Kурсове

Специални оферти

Абонамент за специалните оферти

Ние се отнасяме с Вашите данни поверително и не ги предоставяме на трети страни. Можете да промените настройките си по всяко време или да се отпишете изцяло.

НЯКОИ ОТ НАШИТЕ КЛИЕНТИ

is growing fast!

We are looking for a good mixture of IT and soft skills in Bulgaria!

As a NobleProg Trainer you will be responsible for:

  • delivering training and consultancy Worldwide
  • preparing training materials
  • creating new courses outlines
  • delivering consultancy
  • quality management

At the moment we are focusing on the following areas:

  • Statistic, Forecasting, Big Data Analysis, Data Mining, Evolution Alogrithm, Natural Language Processing, Machine Learning (recommender system, neural networks .etc...)
  • SOA, BPM, BPMN
  • Hibernate/Spring, Scala, Spark, jBPM, Drools
  • R, Python
  • Mobile Development (iOS, Android)
  • LAMP, Drupal, Mediawiki, Symfony, MEAN, jQuery
  • You need to have patience and ability to explain to non-technical people

To apply, please create your trainer-profile by going to the link below:

Apply now!

This site in other countries/regions