This intensive training course provides theoretical and technical aspects of Data Science and Business Analytics. The course covers the fundamental and advanced concepts and methods of deriving business insights from big” and/or “small” data. This training course is supplemented by hands-on labs that help attendees reinforce their theoretical knowledge of the learned material.
Business success in the information age is predicated on the ability of organizations to convert raw data coming from various sources into high-grade business information.
To stay competitive, organizations have started adopting new approaches to data processing and analysis. For example, data scientists are turning to Apache Spark for processing massive amounts of data using Spark’s distributed computing capability along with its built-in machine learning library or switching from proprietary and costly solutions to the free R programming language.
Course Outline
1 - Data Science Algorithms and Analytical Methods
2 - Getting Started with R
3 - Text Mining
4 - Introduction to Functional Programming
5 - What is NoSQL?
6 - MapReduce Overview
7 - Hadoop Overview
8 - Hadoop Distributed File System Overview
9 - MapReduce with Hadoop
10 - Apache Pig Scripting Platform
11 - Apache Pig Relational and Eval Operators
12 - Hive
13 - Hive Command-line Interface
14 - Hive Data Definition Language
15 - Apache Sqoop
16 - Introduction to Apache Spark
17 - The Spark Shell
18 - Spark RDDs
19 - Parallel Data Processing with Spark
20 - Shared Variables in Spark
21 - Introduction to Spark SQL
22 - Graph Processing with GraphX
23 - The Spark Machine Learning Library
24 - Machine Learning with BigML
Audience
Data Scientists, Software Developers, IT Architects, and Technical Managers
Participants should have the general knowledge of statistics and programming
This intensive training course provides theoretical and technical aspects of Dat...
View course detailsThis intensive training course provides theoretical and technical aspects of Dat...
View course detailsCollege Credit, CEUs, PDUs and CDUs
When you take courses with the Babbage Simmel, be sure you get the credit you deserve. Curriculum offered by Babbage Simmel can earn you college credit, CEUs, PDUs or CDUs.
College Credit
Select curriculum offered by Babbage Simmel can be utilized for College Credit. For questions please E-Mail: info@babsim.com or call 614-481-4345.
Continuing Education Units (CEUs)
Continuing Education Units (CEUs) are nationally recognized standard units of measurement earned for satisfactory completion of qualified programs of continuing education. If you need more information about CEUs, please E-Mail: info@babsim.com or call 614-481-4345.
Professional Development Units (PDUs)
Professional Development Units (PDUs) can be issued by PMI® for formal learning activities related to project management. Project Management Professionals (PMPs®) are required to earn a minimum of 60 PDUs every 3 years to maintain certification. For more information about this program go to the PMI® web site or call 1-855 746 4849.
Continuing Development Units (CDUs)
CDUs may be earned by attending professional development (e.g. courses, seminars) offered by organizations endorsed by IIBA® and designated as an EEP vendor. As an IIBA Endorsed Education Provider (EEP) Babbage Simmel's IIBA® endorsed courses qualify for CDU credit. For more information about CDUs go the IIBA® web site or call 1-647-426-3735.
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