A look at how Byju’s personalization engine is driving one-on-one learning experience
Ranjit Radhakrishnan, Chief Product Officer at BYJU’S Byju’s, India’s largest K-12 learning app is one of the best funded ed-tech ventures and is billed to become India’s first educational unicorn. The popular K-12 education startup also earned another notch this year when it made to the Harvard Business school case study and is currently valued at $600-650 million. Valuations aside, Analytics India Magazine caught up with Byju’s Chief Product Officer Ranjit Radhakrishnan to understand Byju’s analytics system and the personalization engine that drives the impeccable online learning experience. Radhakrishnan cites the backbone of Byju’s personalization engine is the rich learning profile that is built for every student. “We have our own analytics systems which capture millions of data points every day. This drives multiple decisions – such as from improving a feature to building highly contextual recommendations. The variety of student profiles also gives us an idea on what to improve or add to the overall content. It helps us change and modify the values of the parameters and properties associated with the various learning content,” said Radhakrishnan. A look at Byju’s personalization engine The edtech company is credited for creating a new segment of self-paced learners and its personalized focus has delivered 90% retention year-on-year. Talking about creating personalized learning experience, Radhakrishnan shares, “This is further powered by deep knowledge graphs of over 50,000 concepts and relationships that have been created to design personal learning journeys — videos, questions, adaptive flows, quizzes, flashcards, correctional learning videos etc”. Additionally, the learning content is also tagged to multiple other properties and parameters. Case in point, when a student starts the learning journey, a rich learning profile is built to personalize the experience. “This enables us to customize and personalize the learning experience for students based on their strengths and weaknesses and their specific learning gaps, pace and needs,” he said. User Experience is at the heart of Byju’s success The edtech venture uses the app data as the primary data backed by information about logged in web usage to enhance the user experience better. The user’s interactions with the websites, emails, etc are tracked in a separate system that is used for bettering marketing automation and behaviour analysis. “And the actions that define the user’s knowledge profile are based on interactions with content pieces,” shared Radhakrishnan. The content is tagged at the sub-micro concept level This helps the algorithms to create a smooth learning curve for the student so that they feel challenged yet motivated This app works in a way similar fashion like a personal tutor and addresses the student’s learning gap in a more effective way backed by deep insights Byju’s built its success on the one-on-one personalized experience that appeals to students as they are guided throughout the learning process in an individualized manner. “We don’t allow learning gaps to fester. Corrections, actionable feedback, recommendations and custom learning paths are created for the user. With technology as an enabler, we focus on developing learning programs that will cater to the unique learning requirements of every student in India and abroad,” Radhakrishnan explained. Analytics driving better content creation Byju Raveendran, founder and CEO of India’s best-funded ed-tech start-up According to Byju’s senior executive, the content creation process is highly influenced by the data analytics at work as a lot of data and insights is generated in house. Case in point – if a large percentage of students are making mistakes in a particular concept, Byju’s add simpler videos, more content formats and easier questions to allow the system to create a smoother learning curve. “In this way, students end up learning the difficult aspects of the concept gradually without getting demotivated,” reveals Radhakrishnan. The edtech venture also looks at specific learning content tagged to those concepts and constantly updates the parameters so that future learning paths for newer students are smoother. The effectiveness of all content modules and modes are also constantly analyzed for improvement. Byju’s launches new parent app The newly launched parents’ app is a step to help parents participate in the child’s learning journey. The app provides parents a better understanding of their child’s learning progress. “Generally, for parents, the assessment is limited to test and exam reports. Through this app, we want parents to understand where the child is putting effort, observe where the gaps are and provide pointers on specific areas where they can encourage their child’s learning journey as a participative stakeholder,” said Radhakrishnan Today, the app has over 8 million users and 4,00,000 annual paid subscriptions. And there are over 100 million lessons watched with average time spent on the app being 40 minutes a day.
Byju’s, India’s largest K-12 learning app is one of the best funded ed-tech ventures and is billed to become India’s first educational unicorn. The popular K-12 education startup also earned another notch this year when it made to the Harvard Business school case study and is currently valued at $600-650 million. Valuations aside, Analytics India […]
AIM caught up with Byju’s Chief Product Officer Ranjit Radhakrishnan to understand Byju’s analytics system and how its personalization engine works.
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Richa Bhatia is a seasoned journalist with six-years experience in reportage and news coverage and has had stints at Times of India and The Indian Express. She is an avid reader, mum to a feisty two-year-old and loves writing about the next-gen technology that is shaping our world.