{"id":220706,"date":"2025-08-22T11:17:14","date_gmt":"2025-08-22T16:17:14","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2025\/08\/how-to-create-a-data-analyst-agent"},"modified":"2025-08-22T11:17:14","modified_gmt":"2025-08-22T16:17:14","slug":"how-to-create-a-data-analyst-agent","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2025\/08\/how-to-create-a-data-analyst-agent","title":{"rendered":"How to Create a Data Analyst Agent"},"content":{"rendered":"<p><\/p>\n<p><iframe style=\"display: block; margin: 0 auto; width: 100%; aspect-ratio: 4\/3; object-fit: contain;\" src=\"https:\/\/www.youtube.com\/embed\/PGiPom0fHRU?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope;\n   picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<p>This video shows you how to create a data analyst AI agent using Llama Nemotron Super 1.5 49B, a NAS-optimized, open-weight reasoning model. It tops the Artificial Analysis Intelligence Index in the ~70B range\u2014while fitting on a single NVIDIA H100 or NVIDIA H200 GPU for higher throughput and lower cost.<\/p>\n<p>00:00 \u2014 Introduction.<br \/> 00:39 \u2014 What it is.<br \/> 01:24 \u2014 Accuracy.<br \/> 1:53 \u2014 Performance.<br \/> 02:20 \u2014 Open &amp; transparent.<br \/> 02:59 \u2014 Data analysis agent demo.<br \/> 04:46 \u2014 Recap.<\/p>\n<p>Open weights + open dataset on Hugging Face <a href=\"https:\/\/huggingface.co\/nvidia\/Llama-3\">https:\/\/huggingface.co\/nvidia\/Llama-3<\/a>\u2026 from your browser and create API key <a href=\"https:\/\/build.nvidia.com\/nvidia\/llama\">https:\/\/build.nvidia.com\/nvidia\/llama<\/a>\u2026 Demo repository <a href=\"https:\/\/github.com\/NVIDIA\/GenerativeA\">https:\/\/github.com\/NVIDIA\/GenerativeA<\/a>\u2026 NVIDAI Developer Blog <a href=\"https:\/\/developer.nvidia.com\/blog\/bui\">https:\/\/developer.nvidia.com\/blog\/bui<\/a>\u2026 Learn about NVIDIA Nemotron models <a href=\"https:\/\/www.nvidia.com\/en-us\/ai-data-\">https:\/\/www.nvidia.com\/en-us\/ai-data\u2013<\/a>\u2026 #LlamaNemotronSuper #NVIDIAAI #OpenSourceAI #GenerativeAI #MachineLearning #DataAnalysis #AIAgents #HuggingFace #GPUComputing #PythonCoding #Pandas #Matplotlib #LLMs #TechDemo.<\/p>\n<p>Try from your browser and create API key <a href=\"https:\/\/build.nvidia.com\/nvidia\/llama\">https:\/\/build.nvidia.com\/nvidia\/llama<\/a>\u2026<\/p>\n<p>Demo repository <a href=\"https:\/\/github.com\/NVIDIA\/GenerativeA\">https:\/\/github.com\/NVIDIA\/GenerativeA<\/a>\u2026<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This video shows you how to create a data analyst AI agent using Llama Nemotron Super 1.5 49B, a NAS-optimized, open-weight reasoning model. It tops the Artificial Analysis Intelligence Index in the ~70B range\u2014while fitting on a single NVIDIA H100 or NVIDIA H200 GPU for higher throughput and lower cost. 00:00 \u2014 Introduction. 00:39 \u2014 [\u2026]<\/p>\n","protected":false},"author":732,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-220706","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/220706","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/732"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=220706"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/220706\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=220706"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=220706"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=220706"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}