Africa-focused technology, digital and innovation ecosystem insight and commentary.
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Building Machine Learning Products - Reem Mahmoud
Manage episode 406700661 series 2831626
内容由DataTalks.Club提供。所有播客内容(包括剧集、图形和播客描述)均由 DataTalks.Club 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal。
We talked about:
- Reem’s background
- Context-aware sensing and transfer learning
- Shifting focus from PhD to industry
- Reem’s experience with startups and dealing with prejudices towards PhDs
- AI interviewing solution
- How candidates react to getting interviewed by an AI avatar
- End-to-end overview of a machine learning project
- The pitfalls of using LLMs in your process
- Mitigating biases
- Addressing specific requirements for specific roles
- Reem’s resource recommendations
Links:
- LinkedIn: https://www.linkedin.com/in/reemmahmoud/recent-activity/all/
- Website: https://topmate.io/reem_mahmoud
Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp Join DataTalks.Club: https://datatalks.club/slack.html Our events: https://datatalks.club/events.html
168集单集
Manage episode 406700661 series 2831626
内容由DataTalks.Club提供。所有播客内容(包括剧集、图形和播客描述)均由 DataTalks.Club 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal。
We talked about:
- Reem’s background
- Context-aware sensing and transfer learning
- Shifting focus from PhD to industry
- Reem’s experience with startups and dealing with prejudices towards PhDs
- AI interviewing solution
- How candidates react to getting interviewed by an AI avatar
- End-to-end overview of a machine learning project
- The pitfalls of using LLMs in your process
- Mitigating biases
- Addressing specific requirements for specific roles
- Reem’s resource recommendations
Links:
- LinkedIn: https://www.linkedin.com/in/reemmahmoud/recent-activity/all/
- Website: https://topmate.io/reem_mahmoud
Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp Join DataTalks.Club: https://datatalks.club/slack.html Our events: https://datatalks.club/events.html
168集单集
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