Data Science and Big Data Analytics (DSBDA) 'Open' Course
Become a Data Scientist to unleash the power of Big Data Analytics
The Data Science and Big Data Analytics (DSBDA) course provides a hands-on practitioner’s approach to the techniques and tools required for analyzing Big Data.
The course prepares you to become a certified EMC Proven Professional Data Scientist Associate (EMCDSA) and establishes a strong foundation that can be enhanced by further training and real-world experiences.
The Data Science and Big Data Analytics ‘open’ course and certification focuses on concepts and principles applicable to any technology environment and industry.
The course is intended for:
Business and data analysts looking to add big data analytics skills
Managers of business intelligence, analytics, or big data groups
Database professionals looking to enrich their analytic skills
College graduates considering data science as a career field
The course is designed to enable students to:
Become an immediate contributor on a data science team
Assist reframing a business challenge as an analytics challenge
Deploy a structured lifecycle approach to data analytics problems
Apply appropriate analytic techniques and tools to analyze big data
Tell a compelling story with the data to drive business action
Use open source tools such as R, Hadoop, and Postgres
Prepare for EMC Proven Professional Data Science Associate (EMCDSA) certification
Validate your Data Science and Big Data Analytics Knowledge and skills by achieving EMC Proven Professional Data Science Associate (EMCDSA) certification.
EMC Proven™ Professional is a leading education and certification program in the IT industry, providing comprehensive coverage of information storage technologies, virtualization, cloud computing, data science/big data analytics, and more...
Training Modules Covered in this Video Instructor-Led Training (VILT) Course
Introduction to Big Data Analytics
Big Data Overview
State of the Practice in Analytics
The Data Scientist
Big Data Analytics in Industry Verticals
Data Analytics Lifecycle
Review of Basic Data Analytic Methods Using R
Using R to Look at Data – Introduction to R
Analyzing and Exploring the Data
Statistics for Model Building and Evaluation
Advanced Analytics – Theory And Methods
K Means Clustering
Linear and Logistic Regression
Naïve Bayesian Classifier
Time Series Analysis
Advanced Analytics - Technologies and Tools
Analytics for Unstructured Data - MapReduce and Hadoop
The Hadoop Ecosystem
In-database Analytics – SQL Essentials
Advanced SQL and MADlib for In-database Analytics
The Endgame, or Putting it All Together
Operationalizing an Analytics Project
Creating the Final Deliverables
Data Visualization Techniques
Final Lab Exercise on Big Data Analytics
Self Assessment tests included in this VILT course
Assessment tests validate that you have learned the knowledge or skills presented during the learning experience.
This course prepares you for the EMC Proven Professional Data Science Associate certification exam (E20-007). In addition, there is an online practice test for certification candidates to get a feel for the certification exam experience.
Video Instructor-Led Training
Immerse yourself in a near-classroom experience including lab exercises
Learn from top EMC subject-matter experts at your own pace
Immerse yourself in a near-classroom experience without the need for travelling
Access complete student materials, including handouts, lab guides, and assessment tests
Leverage modular content tailored to your unique learning needs
Prepare for EMC Proven Professional certification
Visit the online community and get your questions answered
About EMC Education Services
EMC Education Services is an award winning organization within EMC Corporation, a global leader in enabling businesses and service providers to transform their operations and deliver IT as a service. Fundamental to this transformation is cloud computing. Through innovative products and services, EMC accelerates the journey to cloud computing, helping IT departments to store, manage, protect and analyze their most valuable asset — information — in a more agile, trusted and cost-efficient way.
EMC Education Services offers:
award-winning education that enables IT professionals to lead their organization’s IT infrastructure transformation
‘open’ curriculum-based training and certifications that focus on concepts and principles applicable to any vendor environment
EMC Technology-Specific Learning Paths that help leverage the extensive capabilities of EMC technology and solutions
EMC Proven Professional, the leading education and certification program in the IT industry, providing comprehensive coverage of information storage technologies, virtualization, cloud computing, data/big data analytics, and more. Being Proven means investing in yourself and formally validating your expertise!
flexible delivery modes—Video-ILT, e-Learning, Instructor-led Training (ILT), and Online ILT—to accommodate different learning needs
EMC Education Services is the proud recipient of numerous industry awards, including:
2011 Technology Services Industry Association STAR Award
Multiple ‘Top 10’ rankings in “Training Top 125” from Training Magazine
2011 Learning Elite status from Learning Elite Organization