data analysis workflow using llms - SERP Analysis

https://www.pecan.ai/blog/llm-data-analytics-work-together/

https://www.reddit.com/r/datascience/comments/198v6jv/how_have_llms_come_into_your_workflow_as_a_data/

https://medium.com/%40mail2mhossain/automating-csv-data-analysis-with-llms-a-comprehensive-workflow-4f6d613f1dd3

https://www.quadratichq.com/blog/using-an-llm-for-data-analysis-your-ai-path-to-faster-insights

https://www.manning.com/books/data-analysis-with-llms

https://www.linkedin.com/pulse/how-im-using-llms-transform-my-data-analytics-workflows-alex-choy-omque

https://semaphoreci.com/blog/rag-enabled-llms-data-analysis

https://developer.nvidia.com/blog/build-an-llm-powered-data-agent-for-data-analysis/

https://medium.com/data-science/how-llms-will-democratize-exploratory-data-analysis-70e526e1cf1c

https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0317084

https://www.gooddata.com/blog/how-to-build-data-analytics-using-llms-in-under-5-minutes/

https://www.pecan.ai/blog/llm-data-science-and-analytics/

https://labelyourdata.com/articles/llm-use-cases

https://intellias.com/domain-specific-llms-for-data-analytics/

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https://pmc.ncbi.nlm.nih.gov/articles/PMC11844886/

https://statmodeling.stat.columbia.edu/2024/06/24/forking-paths-in-llms-for-data-analysis/

https://www.youtube.com/watch?v=rw3dNMYONZA

https://www.sciencedirect.com/science/article/pii/S259019742400065X

https://arxiv.org/html/2404.01644v2

https://botpenguin.com/blogs/exploring-the-role-and-use-cases-of-llm-for-data-analysis

https://data-people-group.github.io/blogs/2024/09/24/docetl/

https://www.projectpro.io/article/llm-data-analysis-agent/1093

https://www.linkedin.com/pulse/simplify-your-python-data-analysis-workflow-llm-prompts-ammar-a-raja-rob6f

https://tdwi.org/events/conferences/san-diego/courses/friday/adv-all-hands-on-data-analysis-with-large-language-models.aspx

http://blog.lamatic.ai/guides/best-llm-for-data-analysis/

https://indatalabs.com/blog/llm-for-data-analytics

https://pubmed.ncbi.nlm.nih.gov/39982913/

https://news.ycombinator.com/item?id=41643987

https://www.ankursnewsletter.com/p/unlocking-efficiency-analyze-unstructured

https://www.youtube.com/watch?v=chaYl3dRfTY

https://arxiv.org/html/2411.10478v1

https://www.v7labs.com/blog/ai-workflow-automation

https://towardsdatascience.com/data-analysis-made-easy-using-llms-to-automate-tedious-tasks-bdc1fee552d5/

https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-025-00548-8

https://www.youtube.com/watch?v=3-4qAkFRpAk&pp=0gcJCdgAo7VqN5tD

https://forum.knime.com/t/finetuning-a-llm-with-company-data/83715

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4962656

https://blog.dataiku.com/transforming-data-with-genai

https://www.youtube.com/watch?v=IDLAjvIZ3QU

https://news.ycombinator.com/item?id=44160573

https://www.youtube.com/watch?v=MeyVptCRubI

https://livebook.manning.com/book/data-analysis-with-ai-and-r/chapter-5/v-7/

https://www.secoda.co/blog/how-data-analytics-teams-and-llms-work-together

https://indatalabs.com/resources/data-analytics-llm

https://www.youtube.com/watch?v=EzRDSEXhOnA

https://wandb.ai/mostafaibrahim17/ml-articles/reports/Building-an-LLM-Powered-Data-Analyst--Vmlldzo2Nzg5NjMx

https://livebook.manning.com/book/data-analysis-with-ai-and-r/chapter-5/

https://towardsdatascience.com/automating-research-workflows-with-llms-c3092ee447a8/

https://analythical.com/blog/ai-qualitative-market-research

https://www.castordoc.com/ai-strategy/llm-for-data-analysis

https://www.youtube.com/watch?v=5rh-O9DOOWY

https://dl.acm.org/doi/10.1145/3678884.3681850

https://www.facebook.com/ManningBooks/posts/speed-up-your-data-science-workflow-with-ai-data-analysis-with-llms-by-immanuel-/1119477040219767/

https://www.whitesmith.co/blog/unleashing-the-power-of-llms/

https://ai.gopubby.com/building-data-analyst-with-ai-agent-using-langchain-and-opensource-llm-37f160939b84

https://decodo.com/blog/llm-for-data-analysis

https://docs.mlrun.org/en/v1.6.4/genai/data-mgmt/unstructured-data.html

https://www.tpximpact.com/knowledge-hub/insights/lmms-data-analytics-misunderstandings/

https://adasci.org/hands-on-guide-to-implementing-multi-agent-workflows-using-llamaindex/

https://pingax.com/ai/llm/

https://offsoar.com/harnessing-llms-for-real-time-data-analysis-and-smarter-decision-making-in-business/

https://www.alkymi.io/resources/blog/using-llms-confidently-in-financial-services-workflows

https://www.quixl.ai/blog/optimizing-business-workflows-with-llms-a-blueprint-for-efficiency/

https://www.ijert.org/enhancing-data-workflows-ai-assistants-llm-in-action

https://community.heartcount.io/en/llm-and-the-automation-of-data-analysis/

https://thedataquarry.com/blog/using-llms-to-enrich-datasets

https://www.researchgate.net/figure/The-LLM-enhanced-visual-analytics-workflow-shows-how-LLMs-contribute-to-the-progress-of_fig2_378712591

https://www.secoda.co/blog/how-are-llms-used-in-data-science-and-analytics

https://www.kaggle.com/code/ksmooi/langchain-data-analysis-with-repl-tool-and-llm/notebook

https://www.techtarget.com/searchbusinessanalytics/tip/Use-LLMs-for-data-analysis-to-improve-business-operations

https://apxml.com/courses/python-llm-workflows/chapter-1-intro-llm-workflows-python/what-are-llm-workflows

https://gabors-data-analysis.com/ai-course/week01/0index.html

https://www.turing.com/resources/how-llms-are-changing-the-face-of-business-analytics

https://blog.gopenai.com/enhancing-tabular-data-analysis-with-llms-78af1b7a6df9

https://encord.com/blog/llm-data-workflows/

https://journals.sagepub.com/doi/10.1177/16094069241231168

https://dev.to/danielrosehill/making-an-llm-a-data-analysis-intern-assistant-config-444o

https://www.getdbt.com/blog/how-analytics-engineers-can-use-ai-in-their-everyday-workflow

https://www.akooda.co/blog/large-language-models-explained

https://coresignal.com/blog/how-llms-can-make-your-lives-easier/

https://www.amazon.com/Data-Analysis-LLMs-tables-images/dp/1633437647

https://www.workflowgen.com/post/how-to-choose-the-right-llm-for-workflowgen-ai-agents

https://www.oreilly.com/library/view/data-analysis-with/9781633437647AU/

https://www.computer.org/csdl/journal/tg/5555/01/10989518/26uKzu6ZT2M

https://apix-drive.com/en/blog/other/llm-workflow-automation

https://www.datasciencecentral.com/how-to-use-an-llm-for-sql-analysis-without-connecting-it-to-your-database/

https://www.macheye.com/blog/LLMs-for-data-analytics/

https://sol.sbc.org.br/index.php/sbbd/article/view/30700/30503

https://www.youtube.com/watch?v=5ZStKD4joK4

https://www.remesh.ai/resources/ai-analysis-for-qualitative-research

https://www.hurix.com/blogs/can-llms-be-the-key-to-smarter-faster-business-workflows/

https://dria.co/blog/llm-agents-and-agentic-workflows:-transforming-synthetic-data-generation

https://www.20visioneers15.com/llm

https://gabors-data-analysis.com/ai-course/week01/

https://papers.ssrn.com/sol3/Delivery.cfm/17983c93-8ca0-469a-9e8d-e006619352ec-MECA.pdf?abstractid=4962656&mirid=1

https://www.researchgate.net/publication/376465111_Leveraging_large_language_models_for_data_analysis_automation

https://www.ip2world.com/blog/how-to-use-llm-for-data-analysis-enhance-your-data-in-5-steps.html

https://www.kdnuggets.com/a-beginners-guide-to-integrating-llms-with-your-data-science-projects

https://www.striveworks.com/resources/custom-llm-rag-workflow-transforms-intelligence-for-special-operations