Demand Forecasting with AI Workshop
The Demand Forecasting with AI Workshop is designed to rapidly demonstrate how advanced AI techniques can improve the accuracy and explainability of your time series forecasts and plans.
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Workshop specifics
Businesses are increasingly looking for opportunities to leverage AI for complex demand forecasting and planning decisions. The vast majority of these decisions depend on highly accurate forecasting and analysis that must incorporate historical time series data, external drivers, and expert insights.
In this 1-hour workshop, clients will work with AI experts to gain a better understanding of how to apply AI models and techniques to their demand forecasting and planning processes. We'll uncover various components of time series data and discuss how they apply to your specific business use cases.
Data preparation
Understand how Ikigai works with sparse, multivariate datasets
Data analysis
Gain insights into data patterns and predictors
• Anomalies
• Changepoints
• Trends
• Embeddings
• Cohorts
Forecasting
Build powerful forecasts, exploring the impact of different predictive capabilities, as well as Expert-in-the-Loop feedback and retraining
Forecast accuracy
Evaluate model performance and understand model outputs and recommendations.
AI Experts
Devavrat successfully combines academia and entrepreneurship. He co-founded Celect, a predictive analytics platform for retailers, which he sold to Nike. Devavrat holds a Bachelor and PhD in Computer Science from Indian Institute of Technology and Stanford University, respectively.
Jehangir is the Head of AI Platform at Ikigai Labs and a Lecturer in the Computer Science department at Stanford University. He joined Ikigai from Google where he was a Staff Software Engineer and also held an appointment as a Lecturer of Machine Learning in the Department of Computer Science and Electrical Engineering at MIT. Jehangir received his PhD in Machine Learning from MIT and BSE in Electrical Engineering from Princeton University.
Vinayak is a serial entrepreneur, recognized in Forbes 30 under 30 list. He co-founded Wellframe, an innovative healthcare company, which he sold to Healthhedge in 2021. Vinayak holds a Bachelor and Master of Engineering and Computer Science from Massachusetts Institute of Technology.
