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Course Objective :

To equip students with founding concepts and techniques of statistics for building competence in business analytics and inference using R programming

Learning Outcomes :

  • To be able to describe data sets and their characteristics.
  • Select appropriate statistical tests for making managerial decisions
  • Perform statistical inference
  • Build predictive models to forecast the future trends

Course Duration: Minimum 65 - 75 hrs

Basics of Statistics [Module I]

  • Exploratory Data Analysis
  • Probability and Distributions
  • Sampling Techniques
  • Hypothesis Testing
  • Chi Square Test
  • ANOVA and Experimental Design
  • Measures of Location and Spread
  • Skewness, Kurtosis
  • Chebyshev Theorem
  • Brief Introduction to Probability & Distributions
  • Sampling Techniques

Data Science Programming using R [Module II]

  • Getting Started in R
  • Basic building blocks in R
  • Advance Data Structures in R
  • Reading Data in R
  • Basics of Programming
  • Data Munging
  • Manipulating Strings
  • Basics Statistics in R
  • Visualizations in R
  • Linear models
  • Machine Learning algorithms
  • Web Scraping
  • Text mining

Application of Data Science in the Industry [Module III]

(Any 2 of the below could be chosen based on Student interest)

  • Retail Industry
  • Marketing Industry
  • Banking Sector

Evaluation

Dreams Plus an Exin accredited organization for Training, Certification, Courseware in Chennai and in several other places with a professional EXIN certification.

To ensure a practical learning experience for our students, we conduct high-quality training using VMEdu’s online and classroom course material presented in multiple formats such as podcasts, video lecturers, simulated tests and mobile apps.

DreamsPlus an Peoplecert Accredited Organization for Training, Certification, Courseware in Chennai and several other places.

Leading training organisation with PearsonVUE test centre  facility. Our trained students and new students could use the testing facility to deliver more than 200+ It exams.. Pearson VUE — is  the global leader in computer-based testing.

Enjoy  your testing  and training  experience in one place.