Data Analytics

Data Science Courses Training & Certification


Join the data revolution. Companies are searching for data scientists. This specialized field demands multiple skills not easy to obtain through conventional curricula.

Data Science is an emerging multidisciplinary field that incorporates techniques and theories from mathematics, statistics and computer programming. The focus of our data science course is on generating business critical and analytical insights from staggering amount of data that is being generated at an ever increasing pace, including both structured and unstructured data from non-traditional sources, including text, images, and social interaction.

The Data Science certification for the intensive workshop is issued by Centre of Excellence of IT/ITES Training, Dept. of IT initiative, Government of West Bengal (CEIAT).


Course Coverage - Data Science

  • Understand Big Data & Hadoop Ecosystem

  • Hadoop Cluster and how it works

  • Hadoop Distributed File System

  • The MapReduce Framework

  • Hive and Pig for reading, writing and manipulating data

  • Hands-on exercises - coding, debugging, best practices, solving real-world problems

  • Statistical analysis using R – writing program/algorithm in R

  • Leverage RHadoop to manage and analyze data in Hadoop environment

 

Duration - 40 hours

 

 

 

Actuarial Science Courses Training & Certification 


Actuarial Science is the application of financial and statistical theories to solve business problems in insurance and financial services sectors. It involves a number of related subjects like mathematics, probability and statistics, finance and economics.

Actuarial Common Entrance Test (ACET) is the first step towards becoming an actuarial professional. We prepare and coach students for the online ACET examination. We work closely with students to ensure that they understand the mathematical and statistical concepts. Apart from conceptual clarity, we also stress on problem solving and practice of mock exams.

 

Pre-requisite

  • Examinee Must Have Passed 10+2 or Equivalent

 

 

Course Coverage - Actuarial Science

  • Mathematics:-

  • Numerical Methods

  • Mathematical Constant and Standard functions

  • Algebra

  • Differentiation

  • Integration

  • Vectors and Matrices

 
  • Statistics:-

  • Types of Data, Measure of location, Skewness

  • Random variable - discrete and continuous

  • Probability and Distributions – discrete and continuous

  • Permutation and Combination

  • Correlation and Regression


Duration - 60 hours

  

 

Business Analytics Courses Training & Certification


Vareya/DBA in collaboration with Wrox Wiley, US, delivers training by industry experts in the areas of Business Analytics, Clinical Research Analytics, Financial Analytics, Market Research Analytics etc. on tools like SAS, SPSS, Minitab, R, MS Excel etc.


The course content is developed by analytics experts from around the globe. It is updated continuously to reflect the latest requirements of technology and business.


The global certification is offered by The Examination Board of WROX Institute, USA in collaboration with Data Brio Academy (DBA ).


The course introduces participants to fundamental concepts of statistics, and guides them all the way to building predictive models using simple, multiple and logistic regression, time-series forecasting, optimization etc. All the topics are explained with the help of hands-on practice with case studies and real-time data, enabling a deeper understanding of the underlying concepts of analytics.

 

Course Overview - Business Analytics

      


  • Customer segmentation

  • Store segmentation

  • Customer profitability analysis

  • Vendor scorecard

  • Category performance analysis

  • Churn analysis

  • Market basket analysis

  • Decision Tree

  • Promotion effectiveness analysis

  • Cross-sell and up-sell

  • Credit Risk Management

  • Risk score development

  • Case studies for Retail, Financial and Clinical research

  • Projects

  • Descriptive statistics

  • Tabular & Graphical Method

  • Population, Sample and Random variables

  • Probability and Distributions

  • Discrete/Continuous Probability Distributions

  • Hypothesis Testing

  • Testing association and differences

  • Z-Test, T-Test, Chi-Square test, ANOVA etc.

  • Cross-tabulation

  • Missing Value analysis

  • Identification of outliers in univariate and multivariate data sets

  • Correlation

  • Logistic Regression

  • Cluster Analysis

  • Factor Analysis

  • Business Forecasting – Time-Series

  • Optimization techniques

  • Concepts of Big Data, Hadoop Eco-system, HDFS, Algorithms

 
 

 

SAS Training Institutes, SAS Courses & Certification

To enable the students at SAS BASE level programming and basic concepts of statistical programming through SAS. Upon competion of the course the student shall be confident to successfully clear the official BASE SAS Course Training and Certification. In addition, the student shall be confident to apply to entry-level statistical programming jobs.

 

Target Audience: 


Primarily students, or persons with less than 3 years of job experience. Candidates willing to or seeking entry level statistical programming jobs.

 

Minimum Qualifications of candidates: 

  • Master's Degree in Science (M.Sc.) or Computer Application (MCA)
  • BE or BTech
  • Students who are currently enrolled for the above degrees, but have not yet completed their degree, are also eligible.

 

Faculty: 


Highly Experienced SAS Certified Professional Trainer with years of industry experience

 

Course Length and Duration: 


20 hours. Evening lectures on weekdays

Duration: a) Regular: 1 month  or  b) Accelerated: 2 weeks