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Automating away your job as a Data Scientist | Melissa Runfeldt (Salesforce, CueIn)

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Manage episode 388971563 series 2838288
内容由Ronak Nathani, Guang Yang, Ronak Nathani, and Guang Yang提供。所有播客内容(包括剧集、图形和播客描述)均由 Ronak Nathani, Guang Yang, Ronak Nathani, and Guang Yang 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

Before joining CueIn last year as a Founding Data Scientist, Melissa was a Lead Data Scientist at Salesforce working on the Einstein Platform that focused on automating Data Science workflows. In this conversation we dive into Melissa’s unique journey, what to do in the face of increasing job automation and explore the latest developments in practical AI.

Segments:

[00:02:13] Melissa’s background in computational neuroscience

[00:06:08] 7 years at Salesforce vs startup

[00:11:31] Joining CueIn

[00:19:30] Chatbot observability

[00:28:16] Feedback loops

[00:33:10] Use LLM to observe.. LLMs?

[00:39:06] AI automating jobs

[00:43:01] Doing ML in 2017 vs now

[00:50:35] Few shot learning, Hugging Face

Show Notes: Stay in touch:

👋 Let us know who we should talk to next! hello@softwaremisadventures.com

  continue reading

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Artwork
icon分享
 
Manage episode 388971563 series 2838288
内容由Ronak Nathani, Guang Yang, Ronak Nathani, and Guang Yang提供。所有播客内容(包括剧集、图形和播客描述)均由 Ronak Nathani, Guang Yang, Ronak Nathani, and Guang Yang 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

Before joining CueIn last year as a Founding Data Scientist, Melissa was a Lead Data Scientist at Salesforce working on the Einstein Platform that focused on automating Data Science workflows. In this conversation we dive into Melissa’s unique journey, what to do in the face of increasing job automation and explore the latest developments in practical AI.

Segments:

[00:02:13] Melissa’s background in computational neuroscience

[00:06:08] 7 years at Salesforce vs startup

[00:11:31] Joining CueIn

[00:19:30] Chatbot observability

[00:28:16] Feedback loops

[00:33:10] Use LLM to observe.. LLMs?

[00:39:06] AI automating jobs

[00:43:01] Doing ML in 2017 vs now

[00:50:35] Few shot learning, Hugging Face

Show Notes: Stay in touch:

👋 Let us know who we should talk to next! hello@softwaremisadventures.com

  continue reading

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