Indrani Goswami
Associate Director – Analytics,
Razorpay
The main theme of this session was: Why Design of Experiments (DoE) should be in every Data Scientist’s toolbox. Indrani started the session by introducing DoE and why it is needed by using an example of functional teams taking the challenge to increase activation rate…and explained the scenarios when the experiments are not set-up and when experiments are un-coordinated. Indrani continued the session by discussing the significance of Hypothesis Testing, P-value, Level of significance, Statistical Power, Sample size and Effect size. She further detailed the interpretation of results and the need for an A/B/n framework for DoE. Indrani concluded the session after discussing the Advanced concepts of DoE, especially on Adaptive DoE which helps consume the learnings from the previous set of experiments and design more focused, intelligent and efficient experiments the next time.
Thank you, Indrani for this insightful session.
India’s largest platform for AI & Analytics leaders, professionals & aspirants
3AI is India’s largest platform for AI & Analytics leaders, professionals & aspirants and a confluence of leading and marquee AI & Analytics leaders, experts, influencers & practitioners on one platform.
3AI platform enables leaders to engage with students and working professionals with 1:1 mentorship for competency augmentation and career enhancement opportunities through guided learning, contextualized interventions, focused knowledge sessions & conclaves, internship & placement assistance in AI & Analytics sphere.
3AI works closely with several academic institutions, enterprises, learning academies, startups, industry consortia to accelerate the growth of AI & Analytics industry and provide comprehensive suite of engage, learn & scale engagements and interventions to our members. 3AI platform have 16000+ active members from students & working professionals community, 500+ AI & Analytics thought leaders & mentors and an active outreach & engagement with 430+ enterprises & 125+ academic institutions.