Data Science & Big Data Analytics Training

Live Online & Classroom Enterprise Training

Get introduced to big data and data analytics lifecycle to address business challenges that leverage big data with SpringPeople EMC Data Science and Big Data Analytics training. With this course, gain an in-depth knowledge of basic and advanced analytic methods, get introduced to big data analytics technology and tools, including MapReduce and Hadoop and how these methods and tools are applied to real-world business challenges.

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What is EMC Data Science & Big Data Analytics Training about?

Master the core concepts of Big Data Analytics and Lifecycle and deploy Data Analytics Lifecycle to address big data analytics projects.

Understand how to communicate analytic insights to business sponsors and analytic audiences and get practical knowledge to use tools such as R and RStudio, MapReduce/Hadoop, in-database analytics, Window and MADlib functions with SpringPeople EMC Data Science training.

The EMC Data Science and Big Data Analytics training will provide candidates hands-on experience on advanced SQL and MADlib for In-database analytics and advanced analytics methods such as K Means Clustering, Association Rules, Linear Regression, logistic regression and much more.

SpringPeople is the authorized training partner of EMC. This training will help candidates to prepare for the EMC Data Science and Big Data Analytics certification (EMCDSA).

What are the objectives of EMC Data Science & Big Data Analytics Training ?

After attending the EMC Data Science and Big Data analytics training, candidates will be able to:

Address big data analytics projects
Apply appropriate analytic techniques and tools to analyze big data, create statistical models, and identify insights that can lead to actionable results
Select appropriate data visualizations to clearly communicate analytic insights to business sponsors and analytic audiences
Use and work on R and RStudio, MapReduce/Hadoop, in-database analytics, Window and Madlib functions
Pass EMC Data Science and Big Data Analytics certification

Who is EMC Data Science & Big Data Analytics Training for?

Data Analyst
Database Professionals
Teams getting started on Big Data Analytics
Teams managing project on big data and data science

What are the prerequisites for EMC Data Science & Big Data Analytics Training?

A strong quantitative background with a solid understanding of basic statistics
Experience with a scripting language, such as Java, Perl, or Python (or R). If candidates are looking to update their programming skills, they should check out the various SpringPeople certification training here
Experience with SQL

Available Training Modes

Live Online Training

Course Outline Expand All

Expand All

1. Introduction to Big Data Analytics

Big Data Overview

State of the Practice in Analytics

The Data Scientist

Big Data Analytics in Industry Verticals

2. Data Analytics Lifecycle

Discovery

Data Preparation

Model Planning

Model Building

Communicating Results

Operationalizing

3. 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

4. Advanced Analytics - Theory And Methods

K Means Clustering

Association Rules

Linear and Logistic Regression

Naive Bayesian Classifier

Decision Trees

Time Series Analysis

Text Analysis

5. 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

6. 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

Who is the instructor for this training?

The trainer for this course has deep expertise in deploying and applying appropriate analytic techniques and tools to analyze big data. With hands-on experience using R and RStudio, MapReduce/Hadoop, in-database analytics, Window and MADlib functions, the instructor is well experienced and also mentors Big Data Analytics professionals at all levels.

EMC Data Science & Big Data Analytics Training - Certification & Exam

SpringPeople is the Authorised training partner of EMC.
SpringPeople EMC Data Science and Big Data Analytics training of basic candidates for the “EMC Data Science and Big Data Analytics certification” Associate level.
Click here to download the exam guide.
The certification exam fee of $200 is not included in the training fee. Candidates who wish to take the certification exam are advised to purchase the voucher directly from Pearson VUE.

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