Data Science
Events
-
-
Designing Data Infrastructures for Multimodal Mobility Datasets
Online event***Please Use Source Link Below to Confirm Event Details*** This technical workshop focuses on the data infrastructure required to build and maintain production-grade mobility datasets at fleet scale. We will examine how to structure storage, metadata, access patterns, and quality controls so that mobility teams can treat perception datasets as first-class, versioned “infrastructure” assets. The session will walk through how to design a mobility data stack that connects object storage, labeling systems, simulation environments, and experiment tracking into a coherent, auditable pipeline. Original Event: Designing Data Infrastructures for Multimodal Mobility Datasets
Free -
Teaching Computers to Read: Dataset Curation Impact on Model Performance
Online event***Please Use Source Link Below to Confirm Event Details*** Workshop Summary: Successful AI solutions aren’t about chasing the newest model - it’s about solving the right problems in the right way. The book “Teaching Computers to Read” (out November 5 from CRC Press) focuses on what technical teams need to design, develop, deploy, and maintain useful NLP and AI solutions. Drawing on real-world experience and examples, the book offers actionable best practices to deliver adaptable, reliable AI systems that address business challenges with lasting, tangible value. In this tutorial, we will walk through one part of the Code Companion for the book. We will review the corpus distribution and variation, our annotated data distribution, and explore how our curated datasets impact the performance of different technical approaches, using information extraction as an example. The concepts covered in the tutorial are covered in more detail in the book, and there are additional exercises in the Code Companion for those interested in going beyond the tutorial session. Original Event: Teaching Computers to Read: Dataset Curation Impact on Model Performance
Free -
-
ChatGPT for Data Scientists: Advanced Prompt Techniques
Online event***Please Use Source Link Below to Confirm Event Details*** Participants will learn to design efficient prompts in this ChatGPT training to achieve desired results with fewer steps in their data science projects. They will develop the ability to comprehend and explain the basic principles of prompt engineering and its relevance in the field of data science. Gain skills to employ ChatGPT and other GenAI tools to initiate data science projects, transform categorical data into numerical form using ChatGPT effectively, leverage Google Colab for efficient Python programming and data analysis, and develop skills in using ChatGPT to prepare and clean data for analysis. Original Event: ChatGPT for Data Scientists: Advanced Prompt Techniques
$299.00