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Quantitative data analysis fundamentals

Beginner's guide to quantitative data
Rating: 2.8 out of 52.8 (3 ratings)
14 students
Created by Dr. Sayem Hossain, HotCubator Academy
Last updated 7/2020
English
English [Auto]
30-Day Money-Back Guarantee

What you'll learn

  • Basics of quantitative research
  • Types of quantitative research
  • Fundamentals of statistical data analysis
  • Measures of quantitative data analysis
  • Levels of quantitative data analysis
  • Advantages of quantitative data analysis

Requirements

  • No

Description

The world has become data-driven today. Every decision is data-oriented and organisations are spending millions of dollars to carve out best possible strategies to develop a solid data framework. The word data however, is complex and has many facets of it eg. statistical data, mathematical data, programming data.  In this fundamental course, you will get a comprehensive knowledge on the statistical data. You will be introduced with quantitative data fundamentals and also learn where to start when it comes to analysing quantitative data. The course touches the basic topics of quantitative data such as  - quantitative designs, level of analysis, measure of analysis which all will add to your foundational knowledge of quantitative data analysis. After completing this course, you will become competent to decide which type of statistical analysis is appropriate depending on the nature of statistical topic. The course also comes with quizzes, exercise files and links to relevant websites from where you can pull up tons of information on quantitative data analysis. So dive in and explore the course to become a quantitative data savvy!

Who this course is for:

  • Early career academics
  • Research professionals
  • Monitoring and evaluation professionals
  • Quantitative researchers
  • Research students

Course content

7 sections • 21 lectures • 1h 22m total length

  • Preview01:21
  • Preview03:15

  • Types of data, variables
    07:27
  • What is data analysis?
    02:20

  • Preview00:20
  • What is Hypothesis
    01:04
  • Testing hypotheis
    04:20

  • Research design
    03:41
  • Research design
    1 question

  • Preview04:45
  • Level of quantitative analysis
    1 question

  • Preview00:29
  • Quantitative survey
    03:17
  • Questionnaire
    02:03
  • Scales of measurement
    04:41
  • Types of questionnaire
    09:47
  • Pros and Cons of survey
    05:21

  • Preview00:54
  • Quantitative data analysis
    05:22
  • Parametric and Non parametric test
    02:24
  • t-test
    08:39
  • Correlation coefficient
    04:10
  • ANOVA & MANOVA
    06:45
  • Correlation
    1 question
  • t-test
    1 question

Instructors

Dr. Sayem Hossain
Data, Research, Strategy and Evaluation Expert
Dr. Sayem Hossain
  • 4.0 Instructor Rating
  • 40 Reviews
  • 1,083 Students
  • 7 Courses

Hi there,

Thanks for landing on my courses. I am a humble hustler who loves to spread knowledge driven by intrinsic motivation! Being a life long learner, I strive to learn and help others to learn new craft and skills. 

With a career spanning over 17 years in higher education, private and more recently in public sector - I gathered experience in a wide range of areas eg. Business Development, Strategy, Research and Evaluation. As an academic, I have widely taught courses on Innovation, Entrepreneurship, Creativity, Marketing and the list goes on (except Rocket Science). When I get bored with my 9 to 5 job, I like to impart my knowledge and inspire people through various media. I took a humble step with my own consultancy business HotCubator which now serves both national and international clients in various projects in Educational Curriculum development, Evaluation and skill development.

I hope to create value through developing useful courses and insightful knowledge. So every course that you buy, all the money is donated to charitable causes (education for under privileged, women empowerment) in South-east Asian countries.

Feel free to drop me two lines if you ever want to join my mission or have any queries.

HotCubator Academy
A think tank in Data, Research and Entrepreneurial thinking
HotCubator Academy
  • 4.0 Instructor Rating
  • 40 Reviews
  • 1,083 Students
  • 7 Courses

HotCubator’s mission is to amplify social impact through education, research and entrepreneurship.

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