product management - TechTalks https://bdtechtalks.com Technology solving problems... and creating new ones Mon, 17 Feb 2025 15:18:41 +0000 en-US hourly 1 https://i0.wp.com/bdtechtalks.com/wp-content/uploads/2018/02/cropped-TechTalks-logo.jpg?fit=32%2C32&ssl=1 product management - TechTalks https://bdtechtalks.com 32 32 99082954 How looking differently at data can save your machine learning project https://bdtechtalks.com/2025/02/15/ml-product-management-data-analysis/?utm_source=rss&utm_medium=rss&utm_campaign=ml-product-management-data-analysis https://bdtechtalks.com/2025/02/15/ml-product-management-data-analysis/#respond Sat, 15 Feb 2025 17:00:26 +0000 https://bdtechtalks.com/?p=23845 We were about to shut down a machine learning project. Then we decided to take another look at the data...

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]]> https://bdtechtalks.com/2025/02/15/ml-product-management-data-analysis/feed/ 0 23845 These mistakes can ruin your machine learning project https://bdtechtalks.com/2024/12/19/machine-learning-projects-common-pitfalls/?utm_source=rss&utm_medium=rss&utm_campaign=machine-learning-projects-common-pitfalls https://bdtechtalks.com/2024/12/19/machine-learning-projects-common-pitfalls/#respond Thu, 19 Dec 2024 13:45:51 +0000 https://bdtechtalks.com/?p=23264 Some hard-earned lessons from the trenches shipping machine learning products.

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]]> https://bdtechtalks.com/2024/12/19/machine-learning-projects-common-pitfalls/feed/ 0 23264 How to choose metrics for your machine learning projects https://bdtechtalks.com/2024/12/06/how-to-choose-metrics-for-your-machine-learning-projects/?utm_source=rss&utm_medium=rss&utm_campaign=how-to-choose-metrics-for-your-machine-learning-projects https://bdtechtalks.com/2024/12/06/how-to-choose-metrics-for-your-machine-learning-projects/#respond Fri, 06 Dec 2024 14:05:48 +0000 https://bdtechtalks.com/?p=23127 Think of business goals and interventions before determining your ML metrics.

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]]> https://bdtechtalks.com/2024/12/06/how-to-choose-metrics-for-your-machine-learning-projects/feed/ 0 23127 A framework for creating LLM applications https://bdtechtalks.com/2024/08/23/llm-application-framework/?utm_source=rss&utm_medium=rss&utm_campaign=llm-application-framework https://bdtechtalks.com/2024/08/23/llm-application-framework/#respond Fri, 23 Aug 2024 19:50:04 +0000 https://bdtechtalks.com/?p=22185 With so much developments, hype, and confusion around large language models, how should you approach LLM application development? This framework can help.

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]]> https://bdtechtalks.com/2024/08/23/llm-application-framework/feed/ 0 22185 Revisiting Google’s AI moat after I/O 2023 https://bdtechtalks.com/2023/05/15/googles-io-2023-ai-moats/?utm_source=rss&utm_medium=rss&utm_campaign=googles-io-2023-ai-moats https://bdtechtalks.com/2023/05/15/googles-io-2023-ai-moats/#respond Mon, 15 May 2023 13:00:00 +0000 https://bdtechtalks.com/?p=16356 At I/O 2023, Google showed that it can catch up with Microsoft/OpenAI in generative AI. But new markets are yet to emerge.

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]]> https://bdtechtalks.com/2023/05/15/googles-io-2023-ai-moats/feed/ 0 16356 The fast-changing commercial AI landscape https://bdtechtalks.com/2023/04/24/commercial-ai-amazon-google-microsoft/?utm_source=rss&utm_medium=rss&utm_campaign=commercial-ai-amazon-google-microsoft https://bdtechtalks.com/2023/04/24/commercial-ai-amazon-google-microsoft/#respond Mon, 24 Apr 2023 13:00:00 +0000 https://bdtechtalks.com/?p=16199 From Amazon’s new AI products to the merger of Google Brain and DeepMind, here’s a recap of the latest developments in the AI arms race and their implications.

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]]> https://bdtechtalks.com/2023/04/24/commercial-ai-amazon-google-microsoft/feed/ 0 16199 How to balance employee initiative and continuous A/B testing https://bdtechtalks.com/2023/01/21/employee-initiative-vs-a-b-testing/?utm_source=rss&utm_medium=rss&utm_campaign=employee-initiative-vs-a-b-testing https://bdtechtalks.com/2023/01/21/employee-initiative-vs-a-b-testing/#respond Sat, 21 Jan 2023 14:00:00 +0000 https://bdtechtalks.com/?p=15658 It can be beneficial to think of nurturing your team’s morale and ambition as an ongoing A/B test for management. Here are a few strategies that can smooth the process.

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]]> https://bdtechtalks.com/2023/01/21/employee-initiative-vs-a-b-testing/feed/ 0 15658 Why Amazon Alexa (and other voice assistants) aren’t making money https://bdtechtalks.com/2022/11/28/amazon-alexa-revenue/?utm_source=rss&utm_medium=rss&utm_campaign=amazon-alexa-revenue https://bdtechtalks.com/2022/11/28/amazon-alexa-revenue/#comments Mon, 28 Nov 2022 14:00:00 +0000 https://bdtechtalks.com/?p=15238 Amazon's $10-billion loss Alexa is a reminder of the gap between creating an impressive technology and building a business around it.

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]]> https://bdtechtalks.com/2022/11/28/amazon-alexa-revenue/feed/ 2 15238 The survivors of the AI investment downturn https://bdtechtalks.com/2022/11/14/ai-investment-downturn/?utm_source=rss&utm_medium=rss&utm_campaign=ai-investment-downturn https://bdtechtalks.com/2022/11/14/ai-investment-downturn/#respond Mon, 14 Nov 2022 14:00:00 +0000 https://bdtechtalks.com/?p=15153 While the stagnation in AI funding will slow down the field, it is also forcing investors to focus more on AI initiatives that are more likely to reach a sustainable business model.

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]]> https://bdtechtalks.com/2022/11/14/ai-investment-downturn/feed/ 0 15153 What is Google’s generative AI strategy? https://bdtechtalks.com/2022/11/07/google-generative-ai-strategy/?utm_source=rss&utm_medium=rss&utm_campaign=google-generative-ai-strategy https://bdtechtalks.com/2022/11/07/google-generative-ai-strategy/#respond Mon, 07 Nov 2022 14:00:00 +0000 https://bdtechtalks.com/?p=15094 In this week’s AI@ ’22 conference, Google showed a glimpse of its roadmap for leveraging generative models in its products.

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]]> https://bdtechtalks.com/2022/11/07/google-generative-ai-strategy/feed/ 0 15094 Amazon’s acquisition of iRobot: the consolidation of the robotics industry https://bdtechtalks.com/2022/08/10/amazons-irobot-acquisition/?utm_source=rss&utm_medium=rss&utm_campaign=amazons-irobot-acquisition https://bdtechtalks.com/2022/08/10/amazons-irobot-acquisition/#respond Wed, 10 Aug 2022 12:58:19 +0000 https://bdtechtalks.com/?p=14413 Amazon's acquisition of iRobot is a win-win for both companies, but indicates the further consolidation of robotics industry in big tech.

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]]> https://bdtechtalks.com/2022/08/10/amazons-irobot-acquisition/feed/ 0 14413 GitHub Copilot is among the first real products based on large language models https://bdtechtalks.com/2022/07/05/github-copilot-large-language-model-product-management/?utm_source=rss&utm_medium=rss&utm_campaign=github-copilot-large-language-model-product-management https://bdtechtalks.com/2022/07/05/github-copilot-large-language-model-product-management/#comments Tue, 05 Jul 2022 13:00:00 +0000 https://bdtechtalks.com/?p=14096 The public release of GitHub Copilot is an interesting case study in the development of successful products based on large language models.

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]]> https://bdtechtalks.com/2022/07/05/github-copilot-large-language-model-product-management/feed/ 2 14096 What GPT-3 on Azure will mean for Microsoft and OpenAI https://bdtechtalks.com/2021/11/05/microsoft-azure-openai-service-gpt-3/?utm_source=rss&utm_medium=rss&utm_campaign=microsoft-azure-openai-service-gpt-3 https://bdtechtalks.com/2021/11/05/microsoft-azure-openai-service-gpt-3/#comments Fri, 05 Nov 2021 14:00:00 +0000 https://bdtechtalks.com/?p=12024 Microsoft's new Azure OpenAI Service will make GPT-3 available to enterprises. It will have important implications for Microsoft and OpenAI.

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]]> https://bdtechtalks.com/2021/11/05/microsoft-azure-openai-service-gpt-3/feed/ 1 12024 How AI is shaping Adobe’s product strategy https://bdtechtalks.com/2021/10/28/adobe-ai-product-strategy/?utm_source=rss&utm_medium=rss&utm_campaign=adobe-ai-product-strategy https://bdtechtalks.com/2021/10/28/adobe-ai-product-strategy/#respond Thu, 28 Oct 2021 13:00:00 +0000 https://bdtechtalks.com/?p=11951 Adobe's roadmap for integrating AI into its applications is an interesting case study of bringing the right elements together.

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]]> https://bdtechtalks.com/2021/10/28/adobe-ai-product-strategy/feed/ 0 11951 Inside Mailchimp’s push to bring AI to content marketing https://bdtechtalks.com/2021/10/18/mailchimp-content-optimizer-ai/?utm_source=rss&utm_medium=rss&utm_campaign=mailchimp-content-optimizer-ai https://bdtechtalks.com/2021/10/18/mailchimp-content-optimizer-ai/#respond Mon, 18 Oct 2021 13:00:00 +0000 https://bdtechtalks.com/?p=11828 Mailchimp has released a new AI tool to provide recommendations for email marketing campaigns. It might be its most impactful foray into AI content marketing.

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]]> https://bdtechtalks.com/2021/10/18/mailchimp-content-optimizer-ai/feed/ 0 11828 The age of end-user first SaaS is here https://bdtechtalks.com/2021/09/12/end-user-first-saas/?utm_source=rss&utm_medium=rss&utm_campaign=end-user-first-saas https://bdtechtalks.com/2021/09/12/end-user-first-saas/#respond Sun, 12 Sep 2021 13:00:00 +0000 https://bdtechtalks.com/?p=11519 Employees, not the employers, are now running the show. The age of end-user first SaaS is here, it’s either adapt or die.

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]]> https://bdtechtalks.com/2021/09/12/end-user-first-saas/feed/ 0 11519 The common traits of successful AI startups https://bdtechtalks.com/2021/02/01/ai-startups-cbinsights/?utm_source=rss&utm_medium=rss&utm_campaign=ai-startups-cbinsights https://bdtechtalks.com/2021/02/01/ai-startups-cbinsights/#comments Mon, 01 Feb 2021 14:00:00 +0000 https://bdtechtalks.com/?p=9436 AI startups build their success not on advanced artificial intelligence algorithms but on sound product strategies complemented with AI.

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]]> https://bdtechtalks.com/2021/02/01/ai-startups-cbinsights/feed/ 1 9436 GoPractice Simulator: A unique way to learn product management https://bdtechtalks.com/2019/10/14/gopractice-simulator-product-management/?utm_source=rss&utm_medium=rss&utm_campaign=gopractice-simulator-product-management https://bdtechtalks.com/2019/10/14/gopractice-simulator-product-management/#respond Mon, 14 Oct 2019 13:00:59 +0000 https://bdtechtalks.com/?p=5697 GoPractice CEO and founder Oleg Yakubenkov discusses how he created a unique product management simulator course.

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]]> https://bdtechtalks.com/2019/10/14/gopractice-simulator-product-management/feed/ 0 5697 How to survive the centralized internet https://bdtechtalks.com/2019/01/21/centralized-internet-survival-guide/?utm_source=rss&utm_medium=rss&utm_campaign=centralized-internet-survival-guide https://bdtechtalks.com/2019/01/21/centralized-internet-survival-guide/#respond Mon, 21 Jan 2019 14:00:02 +0000 https://bdtechtalks.com/?p=4195 Hopefully, one day, the internet will return to its decentralized glory. But in the interim, here's how you can protect your business against the threats of the centralized internet.

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]]> https://bdtechtalks.com/2019/01/21/centralized-internet-survival-guide/feed/ 0 4195 The art of reboot https://bdtechtalks.com/2017/03/04/nintendo-nes-classic-nokia-3310-reboot/?utm_source=rss&utm_medium=rss&utm_campaign=nintendo-nes-classic-nokia-3310-reboot https://bdtechtalks.com/2017/03/04/nintendo-nes-classic-nokia-3310-reboot/#respond Sat, 04 Mar 2017 21:02:15 +0000 http://bdtechtalks.com/?p=832 If there’s one lesson to take away from the successful reboot of the NES Classic gaming console and the Nokia 3310 mobile phone in recent months, it’s that a well-planned infusion of nostalgia is a recipe for success. The former, released in November 2016, has already sold a whopping 1.5 million units, and the latter, […]

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