Diaries of a Data Scientist

By: Jasmin and Kate
  • Summary

  • Step into DODS with Kate & Jasmin, BASF data scientists, delving into data science & tech. From mentoring and tech interviews to global Artificial Intelligence (AI) and Machine Learning (ML) trends. 🎧 Youtube https: https://www.youtube.com/@DiariesOfADataScie 🎧 Apple Podcast: https://podcasts.apple.com/de/podcast/diaries-of-a-data-scientist/id1710961657 💻 Our Website: https://diariesods.carrd.co Kate's LinkedIn Profile: https://www.linkedin.com/in/kate-nazarova-data-science/ Jasmin's LinkedIn Profile: https://www.linkedin.com/in/jasmin-weimüller-bsc2018
    Jasmin and Kate
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Episodes
  • #23 In AI we trust ?!
    Oct 27 2024

    In our latest episode of Diaries of a Data Scientist we dive into one of the most pressing challenges we face today: 𝐇𝐨𝐰 𝐝𝐨 𝐰𝐞 𝐛𝐮𝐢𝐥𝐝 𝐭𝐫𝐮𝐬𝐭 𝐢𝐧 𝐀𝐈 𝐚𝐧𝐝 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬? 👀👀

    Kate recently met with a team of data scientists in Brazil, where key questions many of us have faced were raised:

    — How do we make business teams trust our models❓

    — How can we translate complex technical concepts into something business people 𝐫𝐞𝐚𝐥𝐥𝐲 understand❓

    — And how do we ensure our models deliver exactly what’s needed❓

    In this episode, we break down 𝐬𝐭𝐫𝐚𝐭𝐞𝐠𝐢𝐞𝐬 you can use to bridge the gap between tech and business, build transparency, and most importantly—gain trust.

    Plus, we’re sharing 𝐚𝐜𝐭𝐢𝐨𝐧𝐚𝐛𝐥𝐞 𝐠𝐮𝐢𝐝𝐚𝐧𝐜𝐞 on making your strategies more accessible and trusted, drawing insights from our experience, the Technology Acceptance Model (TAM), and how explainability is shaping trust in tech.

    Trust me, you don’t want to miss this one. 😉

    If you like our podcast, please consider leaving a review on Spotify, subscribe on Youtube and leave a comment and/or 👍! This would help us a lot ♥️

    #datascience #dods #diariesofadatascientist #aicommunity

    🪽 Follow Jasmin on LinkedIn: https://www.linkedin.com/in/jasmin-weimueller-bsc2018/

    🪽 Follow Kate on LinkedIn: https://www.linkedin.com/in/kate-nazarova-data-science/

    🪽 Subscribe to our official DODS page: https://www.linkedin.com/company/diaries-of-data-scientist/

    Follow us on Medium👇

    🖇 Jasmin’s Medium page: https://medium.com/@JasminWhy

    🖇 Kate’s Medium page: https://medium.com/@Kate_in_DS

    Join us on other platforms:

    🎧 Spotify: https://open.spotify.com/show/1DAelRe22W8vBHK7rTU361?si=4e4f3d7bc67546cc

    🎧 Apple: https://www.google.com/url?sa=t&source=web&rct=j&opi=89978449&url=https://podcasts.apple.com/us/podcast/diaries-of-a-data-scientist/id1710961657&ved=2ahUKEwjhm8PdhMWIAxV6qZUCHYZsCDwQFnoECBsQAQ&usg=AOvVaw1deaPC2MF6aWM69-SKSRoH

    🎧 Amazon: https://amzn.asia/d/7J3UkTE

    🎧 Podimo: https://podimo.com/de/shows/diaries-of-a-data-scientist

    🎧 Podscribe: https://app.podscribe.ai/series/2353052

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    1 hr and 11 mins
  • #22 David vs. Goliath: Open Source Takes on Generative AI Giants - DODS
    Oct 6 2024
    𝐖𝐞𝐥𝐜𝐨𝐦𝐞 𝐛𝐚𝐜𝐤 𝐭𝐨 𝐭𝐡𝐞 𝐄𝐩𝐢𝐬𝐨𝐝𝐞 21! 🎙 Have you ever wondered how much control you truly have over your Gen. AI models? What about the protection of your data? 🤔 E𝐩𝐢𝐬𝐨𝐝𝐞 #22 𝐨𝐟 “𝐃𝐢𝐚𝐫𝐢𝐞𝐬 𝐨𝐟 𝐚 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐭𝐢𝐬𝐭” explores a David vs. Goliath like story: Open source taking on Generative AI Giants. ? Why should you care about models you can run 𝐥𝐨𝐜𝐚𝐥𝐥𝐲 or in your own 𝐩𝐫𝐢𝐯𝐚𝐭𝐞 𝐜𝐥𝐨𝐮𝐝 ? What if you could avoid paying a surplus on each token processed ? And how valuable is the global 𝐜𝐨𝐦𝐦𝐮𝐧𝐢𝐭𝐲 constantly improving and innovating these models? IWe also cover relevant 𝐨𝐩𝐞𝐧-𝐬𝐨𝐮𝐫𝐜𝐞 𝐝𝐚𝐭𝐚𝐬𝐞𝐭𝐬 and models for 𝐭𝐞𝐱𝐭-𝐭𝐨-𝐭𝐞𝐱𝐭 and 𝐭𝐞𝐱𝐭-𝐭𝐨-𝐢𝐦𝐚𝐠𝐞 generation. If you're ready to extend your horizon beyond the standard Gen AI providers, this episode is for you! 🪽 Follow Jasmin on LinkedIn: https://www.linkedin.com/in/jasmin-weimueller-bsc2018/ 🪽 Follow Kate on LinkedIn: https://www.linkedin.com/in/kate-nazarova-data-science/ 🪽 Subscribe to our official DODS page: https://www.linkedin.com/company/diaries-of-data-scientist/ Follow us on Medium👇 🖇 Jasmin’s Medium page: https://medium.com/@JasminWhy 🖇 Kate’s Medium page: https://medium.com/@Kate_in_DS Join us on other platforms: 🎧 Spotify: https://open.spotify.com/show/1DAelRe22W8vBHK7rTU361?si=4e4f3d7bc67546cc 🎧 Apple: https://www.google.com/url?sa=t&source=web&rct=j&opi=89978449&url=https://podcasts.apple.com/us/podcast/diaries-of-a-data-scientist/id1710961657&ved=2ahUKEwjhm8PdhMWIAxV6qZUCHYZsCDwQFnoECBsQAQ&usg=AOvVaw1deaPC2MF6aWM69-SKSRoH 🎧 Amazon: https://amzn.asia/d/7J3UkTE 🎧 Podimo: https://podimo.com/de/shows/diaries-of-a-data-scientist 🎧 Podscribe: https://app.podscribe.ai/series/2353052 Useful links & Resources: State of Open Source AI :https://github.blog/news-insights/research/the-state-of-open-source-and-ai/ LLaMA https://about.fb.com/news/2024/07/open-source-ai-is-the-path-forward/ **LAION-5B: https://huggingface.co/datasets/danielz01/laion-5b** **The Pile: https://huggingface.co/datasets/EleutherAI/pile** **C4: https://huggingface.co/datasets/legacy-datasets/c4** GPT-Neo / GPT-J: https://huggingface.co/docs/transformers/en/model_doc/gpt_neo; https://huggingface.co/docs/transformers/en/model_doc/gptj **Mixtral 8x7B: https://huggingface.co/mistralai/Mixtral-8x7B-v0.1** **BLOOM: https://bigscience.huggingface.co/blog/bloom** **T5: https://huggingface.co/docs/transformers/en/model_doc/t5** **LLaMA: https://ai.meta.com/blog/llama-3-2-connect-2024-vision-edge-mobile-devices/** Stable Diffusion: https://huggingface.co/models?other=stable-diffusion **DALL-E Mini: https://wandb.ai/dalle-mini/dalle-mini/reports/DALL-E-Mini-Explained--Vmlldzo4NjIxODA; https://github.com/borisdayma/dalle-mini** **FLUX.1: https://www.bentoml.com/blog/a-guide-to-open-source-image-generation-models**
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    40 mins
  • #21 Life Update: Move to Brazil - DODS
    Sep 19 2024

    𝐖𝐞𝐥𝐜𝐨𝐦𝐞 𝐛𝐚𝐜𝐤 𝐭𝐨 𝐭𝐡𝐞 𝐄𝐩𝐢𝐬𝐨𝐝𝐞 21! 🎙

    Today, we’re doing something a little different. We thought we’d take a break from the usual deep dives into data science and just chat with you about 𝗅𝗂𝖿𝖾 𝗎𝗉𝖽𝖺𝗍𝖾𝗌, 𝗇𝖾𝗐 𝗂𝖽𝖾𝖺𝗌 we’re cooking up for the next few months, sharing 𝗌𝗈𝗆𝖾 𝖿𝗎𝗇 𝗌𝗍𝗈𝗋𝗂𝖾𝗌 𝖺𝗇𝖽 𝖼𝗈𝗆𝗉𝖺𝗋𝗂𝗌𝗈𝗇𝗌 𝖻𝖾𝗍𝗐𝖾𝖾𝗇 𝗅𝖺𝗇𝗀𝗎𝖺𝗀𝖾𝗌 𝖺𝗇𝖽 𝖼𝗎𝗅𝗍𝗎𝗋𝖾𝗌.

    Let us know if you enjoy this type of content! We’d be happy to sprinkle in more personal stories alongside the tech discussions.


    If you like our podcast, please consider leaving a review on Spotify, subscribe on Youtube and leave a comment and/or 👍! This would help us a lot ♥️


    #datascience #dods #diariesofadatascientist #aicommunity

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    13 mins

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