Pie & AI: Before they gather dust: AutoML or how to reduce time-to-model
Details
This time we want to know: How can we accelerate speed to gain Big Data insights?
Big data is of little value unless organizations have the capability to understand and act upon it quickly. The speed at which this understanding is performed will be the key strategic differentiator to compete in today’s marketplace; however, this is being throttled by many factors. For the most part, organizations are taking too long to generate analytical models that accurately extract useful insight from available business data.
Intelligent automation optimizes repetitive tasks such as feature engineering, feature selection, model algorithm tuning, model assessment, and model deployment can increase productivity and time to value in many areas of the model lifecycle. This presentation will provide an overview of these automated capabilities and show how they can simplify the life of the data scientist.
You will learn
- Benefits of intelligent automation for model development and model deployment.
- The process model of the analytical lifecycle.
- The impact of time on the value of analytical models.
Bio:
Sascha Schubert has been involved in many areas of Analytics, predictive modeling, and Artificial Intelligence during his career. Currently, he leads an international team of Artificial Intelligence specialists. This team supports customers across all industries in designing and proofing business solutions for SAS Advanced Analytics, Artificial Intelligence, and Model Ops technology.
Sponsored by SAS
+++ deeplearning.ai ++++++++++++++
This is a Pie & AI event in partnership with DeepLearning.AI. Pie & AI is a series of DeepLearning.AI meetups independently hosted by community groups. This event is hosted by AI Suisse. Please complete your registration on the signup form (https://www.eventbrite.com/e/128543829053). After the event, we will provide a limited number of promotional code for attendees who complete a post-event survey sent by DeepLearning.AI. With this promo code, learners can avail 50% off the first month subscription for any DeepLearning.AI course on Coursera. You can check out a full list of courses here: https://bit.ly/3904zng