Data Analysis

Instructor: Dr. Debmallya Chatterjee

What you'll learn

  •   Uncover patterns/trends in data using data visualization, summary statistics, confidence intervals & hypothesis testing to make informed decisions
  •   Develop the ability to model and analyze the relationships between variables using linear and multiple regression models
  •   Acquire expertise in various statistical tests such as t-tests, chi-square tests, and ANOVA to compare groups and determine significant differences
  •   Learn to interpret the results of data analysis, draw meaningful conclusions, and make data-driven recommendations

    • Skills you'll gain

  •   Microsoft Excel
  •   Estimation
  •   Probability Distribution
  •   Statistical Hypothesis Testing
  •   Regression Analysis
  •   Data Analysis
  •   Variance Analysis
  •   Data-Driven Decision-Making
  •   Sampling (Statistics)
  •   Descriptive Statistics
  •   Business Mathematics
  •   Probability
  •   Statistical Analysis
  •   Business Analytics
  •   Quantitative Research
  •   Statistical Inference

    • There are 7 modules in this course

    This course is designed for a wide range of individuals, including business professional data analysts, students or simply a curious learner eager to dive into data. This course will give you data-driven decision-making tools to gain a competitive edge. It will enable leveraging advanced technologies and practical tools like MS Excel, and its application to real-world case studies. Upon completing this course, you will: --Develop proficiency in applying Quantitative Analysis methods in business contexts. --Recognize the significance of accurate data for credible results. --Identify the salient aspects of an undertaking managerial assessment context. In addition, you can get a head start on PGDM Online, an AICTE-approved master’s level program. This MOOC stacks into the PGDM Online program, an AICTE-approved master’s level program offered by SP Jain Institute of Management Research (SPJIMR), India. It's a premium online program catering to the needs of working professionals in India and the rest of the world. Join us to unlock the full potential of data analysis and drive your success in the business-oriented world.

    Business Statistics: Descriptive Statistics and Probability

    Business Statistics: Probability distributions and Sampling

    Business Statistics : Sampling Distribution, Estimation and Hypothesis Testing

    Analysis of Variance (ANOVA)

    Regression Analysis

    Chi-square distribution and Goodness of Fit

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