Certificate Program on Business Data Analytics

Program

The Certificate Program on Business Data Analytics provides an introduction to big data analytics for all business professionals, including those with no prior analytics experience. The course is designed to teach you how data analysts describe, predict, and inform business decisions in the specific areas of marketing, human resources, finance, and operations, and to develop basic data literacy and an analytic mind-set that will help students make strategic decisions based on data.

After completion of this course, participant will be capable of Using R for analysing time series data, prepare various graphics and descriptive statistical tables, Build a statistical model for trading and research purpose, use them for further use using web based deployment and Increase the chance of getting a suitable job.

Day 1
Day 2
1. Introduction to Data Science 2. Machine Learning using R
What is Data Science? Data Manipulation and Wrangling
Evolution of Data Science Writing Functions
Various Data Science related profiles and applications
Machine Learning and AI in HFT
Various Data Science related profiles and applications
Machine Learning and AI in HFT
Day 3
Day 4
2. Machine Learning using R (continued) 3. Machine Learning
Graphics, Descriptive Statistics, Inferential Statistics Multiple Linear Regression & Polynomial Regression
Linear Regression, Statistical Plots Shrinkage Method for model improvements
Variable Reduction Techniques - PCA / PCR
Day 5
Day 6
3. Machine Learning (continued) 4. Time Series Modelling
R-Squared, Case Study - Using R Time Series Decomposition
Logistics Regression Holt Winters smoothing
Tree Based Methods ARIMA Models
Case Study - using R
Day 7
Day 8
5. Data Visualization Using Tableau 5. Data Visualization Using Tableau (continued)
Importing Data into Tableau Creating Dashboard
Creating Graphs Publish a Tableau Dashboard on web
Creating Sets and Performing Custom Calculations in Tableau Case Studies - 1
Using R in Tableau Case Studies - 2

  • Analytics & Accounting professionals
  • Marketing Managers
  • Operations Managers
  • Participants from statistics background
  • Participants from mathematical background
  • 8 Full days ( Weekends )
    10.00 am. to 6.00 pm

    25,300/- + Applicable Taxes

    For further details regarding contents,
    E-mail: training@bseindia.com