Duration and Training Format
3-day instructor-led trainingCourse Objectives
Upon completion of this course, participants will learn:- What is 4Vs (volume, velocity, variety and veracity) in Big Data - Generation, Extraction and Management
- Fundamental Concepts of Big Data, Machine Learning and Artificial Intelligence
- How Big Data Analytics differ from legacy data analytics
- In-house justification of Big Data
- Introduction to Hadoop Ecosystem - familiarity with all Hadoop tools like Hive, Pig, SPARC and learn when and how they are used to solve Big Data problem
- How big data and machine learning techniques can be used for predictive and prescriptive analytics
- How to build a process for harnessing big data and how the big data workflow integrates into the organizational processes
- Understand the various case studies of big data in telco from across the world
- Explore the techniques to come up with your own big data use cases
- Identify how to overcome challenges in the use of data and big data within telecom context
- Unpack, refine and analyze some big data telecom use cases
Overview of Big Data:
This course addresses the strategic intent of telecom operators for leveraging big data. It will provide you a big picture of the various Big Data ecosystem tools and platforms and help you understand how it is different from traditional data analytics. It will touch upon the various predictive and prescriptive analytics approaches using machine learning that could result in new use cases for a telecom operator business. Furthermore, this course will help you build the right mindset for embracing big data and guide you to frame your own big data use case as per your department's charter, either as a business, operation or a service function within your telco organization.Who Should Attend?
Any professional keen on Big Data Analytics in the telecom sectors, and who drives organizational strategy, business and operational efficiencies.Course Outlines
- Big Data Introduction : Hadoop
- Introduction to Map Reduce / HDFS
- Spark : In Memory distributed database
- Storm - Real time processing in Big Data
- Predictive analytics in Business Intelligence:
- Fundamental Techniques & Machine learning based BI
- Big Data in the Telecom domains
- Telecommunication Data & Use Cases
- Anomaly & Root Cause Detection
- Time Series Analysis & Prediction
- Software & Methods
Summary
Event
BIG DATA Analytics for Telecoms Professionals
Location
Singapore 
Starting on
14 Oct 2019
Ending on
16 Oct 2019
Description
This course addresses the strategic intent of telecom operators for leveraging big data. It will provide you a big picture of the various Big Data ecosystem tools and platforms and help you understand how it is different from traditional data analytics. It will touch upon the various predictive and prescriptive analytics approaches using machine learning that could result in new use cases for a telecom operator business. Furthermore, this course will help you build the right mindset for embracing big data and guide you to frame your own big data use case as per your department's charter, either as a business, operation or a service function within your telco organization.