Unleashing the power of generative AI for tabular data in machine learning applications
Conference
Expert AI
2023-10-18 | 02:30 PM - 03:00 PM | Conference Room 2 (202 - ground level)
Informations
Let’s delve into the innovative applications of Generative AI in creating supervised models, feature engineering, and exploratory data analysis. Our expert in machine learning and generative AI will guide you through the latest advancements and techniques that are revolutionizing the way we approach data-driven tasks.
Key topics covered in the session include:
Discover how Generative AI can be employed to create robust supervised models for classification and regression tasks. By synthesizing and augmenting datasets, generative models can enhance the learning capabilities of supervised algorithms, leading to improved performance and generalization.
Uncover the potential of generative models in transforming categorical variables into continuous embeddings. By capturing complex relationships between categories, these embeddings can significantly boost the performance of machine learning models and facilitate better feature representation.
Learn how generative models can aid in the discovery and creation of new, meaningful features from existing datasets. By generating synthetic data points, these models can unveil hidden patterns, leading to more effective and accurate predictive models.
Explore the use of generative models in the realm of exploratory data analysis. By simulating and visualizing various data scenarios, generative AI can provide valuable insights and help identify trends, outliers, and correlations that might otherwise go unnoticed.
This session aims to empower attendees with cutting-edge knowledge and practical skills to harness the potential of Generative AI in their data-driven projects. Don't miss this opportunity to stay ahead of the curve and transform the way you approach machine learning and data analysis.
