Analytics in Action
Case Study
EDUCATION-BYJU’s
February 2019
Group-2
Monish.S – 17069
Yadunandan.C.S - 17146
http://DSign4.education
©2016 L. SCHLENKER
AGENDA
Education sector in India- Overview
Byju’s- Overview
Byju’s Business Model and strategic use of data
Challenge in the industry and Data science technique
Decision making and lessons learned
Education sector in India-
Overview
Technology
• The population of India is 1.3 Billion, where 30% of
the population goes to school.
• Nearly 25% of the students in India are not going to
school regularly. Reason behind this is the students are
unable to understand the concepts.
• In rural side, many untrained teachers are been
appointed, where their teaching method is not up to the
mark.
Contd… Technology
• In order to provide the best education, Indian parents are
sacrificing their needs and spending their income majority
on their children.
• Indian parents have concluded that providing education in
big schools makes their children to learn and understand the
concepts easily.
• Apart from schooling, many Indian parents are forcing their
children to attend tuition classes where they think that
attending tuition classes helps them to score more marks.
Education sector in India- Overview
Contd…
.Contd… Technology
Cross Country Comparisons on Parent’s Attitude to
Education
.. Technology
Cross Country Comparisons on Parent’s Attitude to
Education
. Technology
• It was founded and started by Byju Raveendran in 2011
& was first Asian company to be funded by Chan
Zuckerberg Initiative.
• Its major competitor was Khan’s Academy, who were
following the same services provided by Byju’s.
• The main aim is to provide quality education to K-12
students.
BYJU’S- Overview
.. Technology
• He realized that Indians follow traditional method of
learning, which was more emphasized by teachers and their
parents.
• Indian education system was given much importance to the
students studying in 10th & 12th Standard, which was
thought to be changing path in their education.
• Raveendran realized the opportunity to bring the new way
of teachings in the Indian education system.
• This made him to footmark his business in USA.
BYJU’S- Overview contd..
. Technology
BYJU’S- Video Clippings
https://www.youtube.com/user/byjusclasses
https://www.youtube.com/watch?v=YbUjixeNoJI
• .. Technology
Questions & Answers
1. What is the organization’s business model?
• Byju’s is following Freemium business model.
• Freemium allows users to access the company essentials for
free at a given days.
• After certain amount of days it requests users to choose the
premium plans to further continue the services.
• This business model is mainly followed by the start-ups to
grab the customers towards them, it’s a kind of indirect
marketing by the company.
.. Technology
BYJU’S- Growth Trajectory
... Technology
BYJU’S- Sales Growth
.... Technology
BYJU’S- Revenue & Market Expenditure
.• .. Technology
Questions & Answers
2. How does the organization use data strategically?
• Byju’s used to teach lessons to the students through their innovative videos,
which helped them to learn and understand quickly.
• Here the data collected by the Byju’s was till what time the video was viewed
properly by the student without of rewinding back.
• Upon this the students had access to comment on those videos whether they liked
or disliked the video.
• This made them to improvise in further videos, chatbots were used in the app
where the 24/7 helpline was provided to the students to clarify the doubts.
• Hence Byju’s used to collect and use the data strategically.
3. Challenge in the sector
• With multiple players in the industry,
providing effective individualized learning is
a challenge
• Standard questions and a set of standard
solutions are very common
• How did Byju’s make use of Data Science to
tackle the same?
IntroductionQuestions & Answers
https://www.youtube.com/watch?v=RTo0d6UcXVU
4. Data science techniques
• Behavioral analytics
• Association analysis
• Regression analysis
IntroductionQuestions & Answers
5. Data science and Decision
making
• Perception- retention of all the contents
• Prediction- app data is used as the primary
data, backed by web usage information
• Evaluation- Content is tagged at sub-micro
concept level and algorithms create smooth
learning curve
• Action- Corrections, actionable feedback,
recommendations and customized learning
paths to every user
Questions & Answers
Lessons Learned
• Customisation and individualisation couldn’t have
been possible without data science
• Establishing pattern from the primary data source
was a huge plus in designing the business process
• Learning and hence user experience have only got
better with the adoption of data science
Lessons learned
https://www.analyticsindiamag.com/look-byjus-
personalization-engine-driving-one-one-learning-
experience/
http://analyticsindiamag.com/
https://www.researchgate.net/publication/322027907_Imp
lementation_of_Big_data_analytics_in_Education_Indust
ry
https://towardsdatascience.com/4-ways-ai-is-changing-
the-education-industry-b473c5d2c706
https://www.hbs.edu/faculty/Pages/item.aspx?num=52474
Bibliography
.

Group 2 - Byju's

  • 1.
    Analytics in Action CaseStudy EDUCATION-BYJU’s February 2019 Group-2 Monish.S – 17069 Yadunandan.C.S - 17146 http://DSign4.education
  • 2.
    ©2016 L. SCHLENKER AGENDA Educationsector in India- Overview Byju’s- Overview Byju’s Business Model and strategic use of data Challenge in the industry and Data science technique Decision making and lessons learned
  • 3.
    Education sector inIndia- Overview Technology • The population of India is 1.3 Billion, where 30% of the population goes to school. • Nearly 25% of the students in India are not going to school regularly. Reason behind this is the students are unable to understand the concepts. • In rural side, many untrained teachers are been appointed, where their teaching method is not up to the mark.
  • 4.
    Contd… Technology • Inorder to provide the best education, Indian parents are sacrificing their needs and spending their income majority on their children. • Indian parents have concluded that providing education in big schools makes their children to learn and understand the concepts easily. • Apart from schooling, many Indian parents are forcing their children to attend tuition classes where they think that attending tuition classes helps them to score more marks. Education sector in India- Overview Contd…
  • 5.
    .Contd… Technology Cross CountryComparisons on Parent’s Attitude to Education
  • 6.
    .. Technology Cross CountryComparisons on Parent’s Attitude to Education
  • 7.
    . Technology • Itwas founded and started by Byju Raveendran in 2011 & was first Asian company to be funded by Chan Zuckerberg Initiative. • Its major competitor was Khan’s Academy, who were following the same services provided by Byju’s. • The main aim is to provide quality education to K-12 students. BYJU’S- Overview
  • 8.
    .. Technology • Herealized that Indians follow traditional method of learning, which was more emphasized by teachers and their parents. • Indian education system was given much importance to the students studying in 10th & 12th Standard, which was thought to be changing path in their education. • Raveendran realized the opportunity to bring the new way of teachings in the Indian education system. • This made him to footmark his business in USA. BYJU’S- Overview contd..
  • 9.
    . Technology BYJU’S- VideoClippings https://www.youtube.com/user/byjusclasses https://www.youtube.com/watch?v=YbUjixeNoJI
  • 10.
    • .. Technology Questions& Answers 1. What is the organization’s business model? • Byju’s is following Freemium business model. • Freemium allows users to access the company essentials for free at a given days. • After certain amount of days it requests users to choose the premium plans to further continue the services. • This business model is mainly followed by the start-ups to grab the customers towards them, it’s a kind of indirect marketing by the company.
  • 11.
  • 12.
  • 13.
  • 14.
    .• .. Technology Questions& Answers 2. How does the organization use data strategically? • Byju’s used to teach lessons to the students through their innovative videos, which helped them to learn and understand quickly. • Here the data collected by the Byju’s was till what time the video was viewed properly by the student without of rewinding back. • Upon this the students had access to comment on those videos whether they liked or disliked the video. • This made them to improvise in further videos, chatbots were used in the app where the 24/7 helpline was provided to the students to clarify the doubts. • Hence Byju’s used to collect and use the data strategically.
  • 15.
    3. Challenge inthe sector • With multiple players in the industry, providing effective individualized learning is a challenge • Standard questions and a set of standard solutions are very common • How did Byju’s make use of Data Science to tackle the same? IntroductionQuestions & Answers https://www.youtube.com/watch?v=RTo0d6UcXVU
  • 16.
    4. Data sciencetechniques • Behavioral analytics • Association analysis • Regression analysis IntroductionQuestions & Answers
  • 17.
    5. Data scienceand Decision making • Perception- retention of all the contents • Prediction- app data is used as the primary data, backed by web usage information • Evaluation- Content is tagged at sub-micro concept level and algorithms create smooth learning curve • Action- Corrections, actionable feedback, recommendations and customized learning paths to every user Questions & Answers
  • 18.
    Lessons Learned • Customisationand individualisation couldn’t have been possible without data science • Establishing pattern from the primary data source was a huge plus in designing the business process • Learning and hence user experience have only got better with the adoption of data science Lessons learned
  • 19.
  • 20.