fbpx

Advanced Methods in Data Science and Big Data Analytics

////Advanced Methods in Data Science and Big Data Analytics

Advanced Methods in Data Science and Big Data Analytics

Course ID: EMC-AMDSBDA 5 Days Singapore
   

Advanced Methods in Data Science and Big Data Analytics

Overview

This course builds on skills developed in the Data Scienceand Big Data Analytics course. The main focus areas cover Hadoop (including Pig, Hive, and HBase), Natural Language Processing, Social Network Analysis, Simulation, Random Forests, Multinomial Logistic Regression, and Data Visualization. Taking an “Open” or technology-neutral approach, this course utilize sseveral open-source tools to address big data challenges.

Description

Audience

This course is intended for aspiring Data Scientists, data analysts that have completed the associate level Data Science and Big Data Analytics course, and computer scientists wanting to learn MapReduce and methods for analyzing unstructured data such as text.

Certification

Advanced Analytics Specialist

Exam

Advanced Analytics Specialist Exam

Investment

Instructor-led / Virtual Instructor-led

Singapore: Upon Request
Malaysia: Upon Request
Thailand: Upon Request
India: Upon Request

PREREQUISITES

  • Completion of the Data Science and Big Data Analytics course
  • Proficiency in at least one programming language such as Java or Python

OBJECTIVES

  • Develop and execute MapReduce functionality
  • Gain familiarity with No SQL databases and Hadoop Ecosystem tools for analyzing large-scale, unstructured data sets
  • Develop a working knowledge of Natural Language Processing, Social Network Analysis, and Data Visualization concepts
  • Use advanced quantitative methods, and apply one of them in a Hadoop environment
  • Apply advanced techniques to real-world data sets in a final lab

COURSE CONTENT

Module 1: MapReduce and Hadoop

Module 2: Hadoop Ecosystem and NoSQL

Module 3: Natural Language Processing

Module 4: Social Network Analysis

Module 5: Advanced Analytics – Data Science Theory and Methods

Module 6: Data Visualization

What’s Next

Subscribe to our mailing list for special offers and promotions.

Processing...
Thank you! Your subscription has been confirmed. You'll hear from us soon.
ErrorHere