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Podcast: Shaping the Accuracy of LLM-Generated Content with Outlines
Learn about cutting-edge developments in AI and Data Science from the experts who know them best on ODSC’s Ai X Podcast. Each week we release an interview with a leading expert, core contributor, experienced practitioner, or acclaimed instructor who is helping to shape the future of... Read more
8 Ways that LLMs and Generative AI are Changing Hardware
With large language models and generative AI reshaping the digital landscape, what isn’t talked about enough is how these technologies have also revolutionized and significantly shifted the landscape of hardware requirements. As these sophisticated AI models become more integral to a myriad of applications—from natural language... Read more
6 Text-to-Video Generative AI Platforms Worth Using in 2024
The frontiers of content creation are being pushed further into realms previously relegated to the imagination. The recent developments in AI-driven text-to-video generators have ushered in an exciting, albeit somewhat unnerving, epoch. Gone are the days when text-to-text and text-to-image AI were the pinnacle of machine... Read more
Harnessing the Power of GIS and Python for Property Value Analysis at Scale
Editor’s note: Mike Dezube is a speaker for ODSC East this April 23-25. Be sure to check out his talk, “Unlocking Insights in Home Values: A Multimillion-Row Journey with Polars,” there! Tremendous amounts (Petabytes) of public information are available via the Census Bureau and local municipalities,... Read more
Language Modeling, Ethical Considerations of Generative AI, and Responsible AI
Editor’s note: Madiha is a speaker for ODSC East this April 23-25. Be sure to check out her talk, “Language Modeling, Ethical Considerations of Generative AI, and Responsible AI,” there! Decades of technological innovation have shaped Artificial Intelligence (AI) as we know it today, but there... Read more
12 Common Data Security Bad Practices to Avoid
You might be falling for common data security pitfalls without even realizing it. Knowing which mistakes you’re making can help you enhance your defenses. Do you unintentionally use any of these bad practices? 1. Not Encrypting Data Not encrypting your data in transit and at rest... Read more
Getting Started with Multimodal Retrieval Augmented Generation
Editor’s note: Valentina Alto is a speaker for ODSC East this April 23-25. Be sure to check out her talk, “The AI Paradigm Shift: Under the Hood of a Large Language Models,” there! An implementation with CLIP and GPT-4-vision In recent years, Large Language Models (LLMs) have demonstrated... Read more
Developing Credit Scoring Models for Banking and Beyond
Editor’s note: Aric LaBarr is a speaker for ODSC East this April 23-25. Be sure to check out his talk, “Developing Credit Scoring Models for Banking and Beyond,” there! The interpretability of machine learning models is paramount in many industries. From credit-worthiness to insurance claims, and... Read more
Is RAG All You Need? A Look at the Limits of Retrieval Augmentation
Editor’s note: Sara Zanzottera is a speaker for ODSC East this April 23-25. Be sure to check out her talk, “RAG, the bad parts (and the good!): building a deeper understanding of this hot LLM paradigm’s weaknesses, strengths, and limitations,” there to learn more about Retrieval... Read more
Troubleshooting Large Language Models with Amber Roberts
Learn about cutting-edge developments in AI and Data Science from the experts who know them best on ODSC’s Ai X Podcast. Each week we release an interview with a leading expert, core contributor, experienced practitioner, or acclaimed instructor who is helping to shape the future of... Read more