Data Analyst Certification Training

Live Online & Classroom Certification Training

This course for Data Analyst focuses on Impala and R - two most widely used frameworks by the analysts. Impala is SQL on Big data so our course tell you how to create an execute SQL queries on Big Data using Impala. R is another superb tool for data visualisations so our course teaches you basic graph plotting in R as well as advance topics like data segmentation, forecasting and optimising R code.

(4.7) 143 Learners
Instructed by SPRINGPEOPLE

No Public/Open-house class on the topic scheduled at the moment!

Course Description


This course is designed for big data profession who know about hadoop platform and want to perform analytics using SQL and R-programming language.


Suggested Audience

Database and Data warehouse professionals, ETL developers, SQL developers and Statistical professionals.

Duration - 4 Days


Basic knowledge of Hadoop, SQL or Statistical modeling

Course Curriculum

Expand All
  • Introduction to Impala
  • What is Impala?
  • How Impala Differs from Hive and Pig
  • How Impala Differs from Relational Databases
  • Limitations and Future Directions
  • Using the Impala Shell
  • Analyzing Data with Impala
  • Basic Syntax
  • Data Types
  • Filtering, Sorting, and Limiting Results
  • Joining and Grouping Data
  • Improving Impala Performance
  • Hands-On Exercise: Interactive Analysis with Impala Choosing the Best Tool for the Job
  • Why R? Reasons for Using R in Business Analytics.
  • R Infrastructure: Setting up Your R Analytical Infrastructure
  • R Interfaces: Ways to Use Your R Analytics Based on Your Needs.
  • Manipulating Data: Obtaining Your Data within R
  • Exploring Data - The Booming Business in Data Visualization
  • Building Regression Models
  • Data Mining Using R
  • Forecasting and Time Series
  • Data Export and Output
  • Optimizing R Coding
  • Case Studies Using R
  • Web analytics


SpringPeople works with top industry experts to identify the leading certification bodies on different technologies - which are well respected in the industry and globally accepted as clear evidence of a professional’s “proven” expertise in the technology. As such, these certification are a high value-add to the CVs and can give a massive boost to professionals in their career/professional growth.

Our certification courses are fully aligned to these high-profile certification exams; at the end of the course, participants will have detailed knowledge, be eligible and be fully ready take up these certification exams and pass with flying colours.



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About the Instructor

Founded in 2009, SpringPeople is a global premier eLearning marketplace for Online Live, Instructor-led classes in the region. It is a certified training delivery partner of leading technology creators, namely Pivotal, Elastic, Lightbend, EMC, VMware, MuleSoft, RSA, and... Read More

Course Rating and Reviews


Average Rating
5 Stars
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SPRINGPEOPLE SpringPeople Trainer

Nishit Sinha

Senior Applications Developer
ServiceNow Inc.
Course Material:
Class Experience:
Nothing as such

SPRINGPEOPLE SpringPeople Trainer


Course Material:
Class Experience:
session like reading the slides

SPRINGPEOPLE SpringPeople Trainer


Course Material:
Class Experience:
The trainer was pretty new to the training and the class was not helpful. Not at all recommended. Failed to satisfy my requirements

This class is intended for participants with some prior exposure to the technology and are now looking to build up their expertise on the topic.

On successful completion of the course, participants will be eligible to sit of the related certification exam (see course overview). All participants receive a course completion certificate, demonstrating their expertise on the subject.

Total duration of the online, live instructor led sessions. Sessions are typically delivered as short lectures (2-hrs weekdays/3-hrs weekends) and detailed hands-on guidance.

Expected offline lab work hours that participants will need to complete and submit to the trainer, during and after the instructor-led online sessions.

  1. We are happy to refund full fee paid - no questions asked - should you feel that the training is not up to your expectations.
  2. Our dedicated team of expert training enablement advisors are available on email, phone and chat to assist you with your queries.
  3. All courseware, including session recordings, will always be available to access to you for future reference and rework.

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