Anna Via, Author at Towards Data Science https://towardsdatascience.com Publish AI, ML & data-science insights to a global community of data professionals. Tue, 09 Dec 2025 15:04:13 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.3 https://towardsdatascience.com/wp-content/uploads/2025/02/cropped-Favicon-32x32.png Anna Via, Author at Towards Data Science https://towardsdatascience.com 32 32 How to Develop AI-Powered Solutions, Accelerated by AI https://towardsdatascience.com/how-to-develop-ai-powered-solutions-accelerated-by-ai/ Tue, 09 Dec 2025 15:00:00 +0000 https://towardsdatascience.com/?p=607861 From idea to impact :  using AI as your accelerating copilot

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]]> How to Ensure Your AI Solution Does What You Expect iI to Do https://towardsdatascience.com/how-to-ensure-your-ai-solution-does-what-you-expect-it-to-do/ Tue, 29 Apr 2025 01:24:46 +0000 https://towardsdatascience.com/?p=605825 A Kind Introduction to AI Evals

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]]> The AI Product Manager https://towardsdatascience.com/the-ai-product-manager-2a8e2da141c0/ Fri, 31 Jan 2025 16:02:05 +0000 https://towardsdatascience.com/the-ai-product-manager-2a8e2da141c0/ An introduction to an exciting role leading impact with AI

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]]> GenAI is Reshaping Data Science Teams https://towardsdatascience.com/genai-is-reshaping-data-science-teams-b4d5a419e0f6/ Fri, 29 Nov 2024 11:02:10 +0000 https://towardsdatascience.com/genai-is-reshaping-data-science-teams-b4d5a419e0f6/ Challenges, opportunities, and the evolving role of data scientists

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]]> AI Feels Easier Than Ever, But Is It Really? https://towardsdatascience.com/ai-feels-easier-than-ever-but-is-it-really-babfb431ac50/ Tue, 15 Oct 2024 11:01:38 +0000 https://towardsdatascience.com/ai-feels-easier-than-ever-but-is-it-really-babfb431ac50/ The 4 big challenges of building AI products

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]]> GenAI Is Revolutionizing Search https://towardsdatascience.com/genai-is-revolutionizing-search-451fdc2f1e57/ Tue, 30 Jul 2024 15:45:30 +0000 https://towardsdatascience.com/genai-is-revolutionizing-search-451fdc2f1e57/ And why you and your company should care

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]]> Pitching (AI) Innovation in Your Company https://towardsdatascience.com/pitching-ai-innovation-in-your-company-5569507d3b97/ Tue, 16 Jul 2024 06:47:32 +0000 https://towardsdatascience.com/pitching-ai-innovation-in-your-company-5569507d3b97/ Key steps to kick off an AI journey in your current job

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]]> Effective Strategies for Managing ML Initiatives https://towardsdatascience.com/effective-strategies-for-managing-ml-initiatives-21c6f7432436/ Tue, 04 Jun 2024 17:47:40 +0000 https://towardsdatascience.com/effective-strategies-for-managing-ml-initiatives-21c6f7432436/ Embracing uncertainty, right people, and learning from the data

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]]> Starting ML Product Initiatives on the Right Foot https://towardsdatascience.com/starting-ml-product-initiatives-on-the-right-foot-cf24cbe163b3/ Thu, 02 May 2024 20:02:23 +0000 https://towardsdatascience.com/starting-ml-product-initiatives-on-the-right-foot-cf24cbe163b3/ Top 3 lessons learned: the problem, the size, and the data

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]]> The 4 new trendy AI concepts, and their potential in digital products https://towardsdatascience.com/the-4-new-trendy-ai-concepts-and-their-potential-in-digital-products-cf5e1b85bff9/ Sun, 21 Apr 2024 17:44:03 +0000 https://towardsdatascience.com/the-4-new-trendy-ai-concepts-and-their-potential-in-digital-products-cf5e1b85bff9/ Prompting, fine-tuning, RAG, and agents

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]]> From Data Scientist to ML / AI Product Manager https://towardsdatascience.com/from-data-scientist-to-ml-ai-product-manager-39359bd44512/ Wed, 03 Apr 2024 05:18:21 +0000 https://towardsdatascience.com/from-data-scientist-to-ml-ai-product-manager-39359bd44512/ Insights and tips on how to prepare for a successful transition

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]]> To Use or Not to Use Machine Learning https://towardsdatascience.com/to-use-or-not-to-use-machine-learning-d28185382c14/ Fri, 28 Jul 2023 20:49:04 +0000 https://towardsdatascience.com/to-use-or-not-to-use-machine-learning-d28185382c14/ How to decide if using ML is a good idea, and how that is changing with Generative AI

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