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TitlePub. DateDuration
#33 The Diary of Christoph Weisser - Tech Lead - DODS14 Sep 202501:12:44

๐ŸŽ™๏ธ New Episode AVAILABLE NOW ๐Ÿˆ

This week onย Diaries of a Data Scientist, weโ€™re opening another page with an incredible guest โ€”ย Christoph Weisser, Technical Lead atย BASFย and our close friend.

In this episode, we explore the contrasts between academia and industry, discuss the impact of open source, uncover what tech leadership really means, and share tips on building confidence in public speaking โ€” and, as always, we include stories from you โœจ


โ˜•๏ธ And if youโ€™ve got more questions or storiesโ€”drop them in the comments! Weโ€™re always listening.๐Ÿ‘‡

P.S. How many times did you see Jasmin's recently adopted cats? ๐Ÿˆ


If you Like our Podcast, please consider Leaving a Review on Spotify, Subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot!

#DiariesOfADataScientist #Tech #Community #Leadership #AI #Podcast #Curiosity #BusinessImpact #StayTuned #DataScience

#32 Diary of Polina Galkin - Senior Data Scientist - DODS17 Aug 202501:15:57

๐ŸŽ™๏ธ New Episode AVAILABLE NOW ๐Ÿ‘‡๐Ÿผ

After our summe break, this week onย Diaries of a Data Scientist, we have a truly special episode. Itโ€™s warm, full of honest, and maybe even vulnerable stories,ย where insights, vivid truth, and inspiring strength come together.


Weโ€™re excited to welcomeย Polina Galkin, Senior Data Scientist at SAP, who joined us to share herย ๐ƒ๐ข๐š๐ซ๐ฒ ๐จ๐Ÿ ๐š ๐ƒ๐š๐ญ๐š ๐’๐œ๐ข๐ž๐ง๐ญ๐ข๐ฌ๐ญย ๐Ÿ“–ย (as usual, with stories from you)


โ˜•๏ธ And if youโ€™ve got more questions or storiesโ€”drop them in the comments! Weโ€™re always listening.๐Ÿ‘‡


If you Like our Podcast, please consider Leaving a Review on Spotify, Subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot!


#DiariesOfADataScientist #Tech #Community #Leadership #AI #Podcast #Curiosity #BusinessImpact #StayTuned #DataScience

#23 In AI we trust ?!27 Oct 202401:11:08

In our latest episode ofย Diaries of a Data Scientist we dive into one of the most pressing challenges we face today:ย ๐‡๐จ๐ฐ ๐๐จ ๐ฐ๐ž ๐›๐ฎ๐ข๐ฅ๐ ๐ญ๐ซ๐ฎ๐ฌ๐ญ ๐ข๐ง ๐€๐ˆ ๐š๐ง๐ ๐ƒ๐š๐ญ๐š ๐’๐œ๐ข๐ž๐ง๐œ๐ž ๐ฌ๐จ๐ฅ๐ฎ๐ญ๐ข๐จ๐ง๐ฌ? ๐Ÿ‘€๐Ÿ‘€

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

โ€” How do we make business teams trust our modelsโ“

โ€” How can we translate complex technical concepts into something business peopleย ๐ซ๐ž๐š๐ฅ๐ฅ๐ฒย understandโ“

โ€” And how do we ensure our models deliver exactly whatโ€™s neededโ“

In this episode, we break down ๐ฌ๐ญ๐ซ๐š๐ญ๐ž๐ ๐ข๐ž๐ฌ you can use to bridge the gap between tech and business, build transparency, and most importantlyโ€”gain trust.

Plus, weโ€™re sharingย ๐š๐œ๐ญ๐ข๐จ๐ง๐š๐›๐ฅ๐ž ๐ ๐ฎ๐ข๐๐š๐ง๐œ๐žย 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 donโ€™t want to miss this one. ๐Ÿ˜‰

If you like our podcast, please consider leaving a review on Spotify, subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot โ™ฅ๏ธ

#datascience #dods #diariesofadatascientist #aicommunity

๐Ÿชฝ Follow Jasmin on LinkedIn:ย https://www.linkedin.com/in/jasmin-weimueller-bsc2018/

๐Ÿชฝ Follow Kate on LinkedIn:ย https://www.linkedin.com/in/kate-nazarova-data-science/

๐Ÿชฝ Subscribe to our official DODS page:ย https://www.linkedin.com/company/diaries-of-data-scientist/

Follow us on Medium๐Ÿ‘‡

๐Ÿ–‡ย Jasminโ€™s Medium page:ย https://medium.com/@JasminWhy

๐Ÿ–‡ย Kateโ€™s Medium page:ย https://medium.com/@Kate_in_DS

Join us on other platforms:

๐ŸŽงย Spotify: ย https://open.spotify.com/show/1DAelRe22W8vBHK7rTU361?si=4e4f3d7bc67546cc

๐ŸŽงย Apple: ย 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

๐ŸŽงย Amazon:ย https://amzn.asia/d/7J3UkTE

๐ŸŽงย Podimo:ย https://podimo.com/de/shows/diaries-of-a-data-scientist

๐ŸŽงย Podscribe:ย https://app.podscribe.ai/series/2353052

#22 David vs. Goliath: Open Source Takes on Generative AI Giants - DODS06 Oct 202400:39:38

๐–๐ž๐ฅ๐œ๐จ๐ฆ๐ž ๐›๐š๐œ๐ค ๐ญ๐จ ๐ญ๐ก๐ž ๐„๐ฉ๐ข๐ฌ๐จ๐๐ž 21! ๐ŸŽ™

Have you ever wondered how much control you truly have over your Gen. AI models? What about theย protectionย of your data? ๐Ÿค”

E๐ฉ๐ข๐ฌ๐จ๐๐žย #22ย ๐จ๐Ÿ โ€œ๐ƒ๐ข๐š๐ซ๐ข๐ž๐ฌ ๐จ๐Ÿ ๐š ๐ƒ๐š๐ญ๐š ๐’๐œ๐ข๐ž๐ง๐ญ๐ข๐ฌ๐ญโ€ explores a David vs. Goliath like story: Open source taking on Generative AI Giants.

? Why should you care about models you can runย ๐ฅ๐จ๐œ๐š๐ฅ๐ฅ๐ฒย or in your ownย ๐ฉ๐ซ๐ข๐ฏ๐š๐ญ๐ž ๐œ๐ฅ๐จ๐ฎ๐

? What if you could avoid paying a surplus on each token processed

? And how valuable is the globalย ๐œ๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐ญ๐ฒย constantly improving and innovating these models?

IWe also cover relevantย ๐จ๐ฉ๐ž๐ง-๐ฌ๐จ๐ฎ๐ซ๐œ๐ž ๐๐š๐ญ๐š๐ฌ๐ž๐ญ๐ฌย and models forย ๐ญ๐ž๐ฑ๐ญ-๐ญ๐จ-๐ญ๐ž๐ฑ๐ญย andย ๐ญ๐ž๐ฑ๐ญ-๐ญ๐จ-๐ข๐ฆ๐š๐ ๐žย generation. If you're ready to extend your horizon beyond the standard Gen AI providers, this episode is for you!

๐Ÿชฝ Follow Jasmin on LinkedIn:ย https://www.linkedin.com/in/jasmin-weimueller-bsc2018/

๐Ÿชฝ Follow Kate on LinkedIn:ย https://www.linkedin.com/in/kate-nazarova-data-science/

๐Ÿชฝ Subscribe to our official DODS page:ย https://www.linkedin.com/company/diaries-of-data-scientist/

Follow us on Medium๐Ÿ‘‡

๐Ÿ–‡ย Jasminโ€™s Medium page:ย https://medium.com/@JasminWhy

๐Ÿ–‡ย Kateโ€™s Medium page:ย https://medium.com/@Kate_in_DS

Join us on other platforms:

๐ŸŽงย Spotify: ย https://open.spotify.com/show/1DAelRe22W8vBHK7rTU361?si=4e4f3d7bc67546cc

๐ŸŽงย Apple: ย 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

๐ŸŽงย Amazon:ย https://amzn.asia/d/7J3UkTE

๐ŸŽงย Podimo:ย https://podimo.com/de/shows/diaries-of-a-data-scientist

๐ŸŽงย Podscribe:ย 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/

LLaMAย https://about.fb.com/news/2024/07/open-source-ai-is-the-path-forward/

**LAION-5B:ย https://huggingface.co/datasets/danielz01/laion-5b**

**The Pile:ย https://huggingface.co/datasets/EleutherAI/pile**

**C4:ย https://huggingface.co/datasets/legacy-datasets/c4**

GPT-Neo / GPT-J:ย https://huggingface.co/docs/transformers/en/model_doc/gpt_neo;ย https://huggingface.co/docs/transformers/en/model_doc/gptj

**Mixtral 8x7B:ย https://huggingface.co/mistralai/Mixtral-8x7B-v0.1**

**BLOOM:ย https://bigscience.huggingface.co/blog/bloom**

**T5:ย https://huggingface.co/docs/transformers/en/model_doc/t5**

**LLaMA:ย https://ai.meta.com/blog/llama-3-2-connect-2024-vision-edge-mobile-devices/**

Stable Diffusion:ย https://huggingface.co/models?other=stable-diffusion

**DALL-E Mini:ย https://wandb.ai/dalle-mini/dalle-mini/reports/DALL-E-Mini-Explained--Vmlldzo4NjIxODA;ย https://github.com/borisdayma/dalle-mini**

**FLUX.1:ย https://www.bentoml.com/blog/a-guide-to-open-source-image-generation-models**

#21 Life Update: Move to Brazil - DODS19 Sep 202400:13:03

๐–๐ž๐ฅ๐œ๐จ๐ฆ๐ž ๐›๐š๐œ๐ค ๐ญ๐จ ๐ญ๐ก๐ž ๐„๐ฉ๐ข๐ฌ๐จ๐๐ž 21! ๐ŸŽ™

Today, weโ€™re doing something a little different. We thought weโ€™d take a break from the usual deep dives into data science and just chat with you about ๐—…๐—‚๐–ฟ๐–พ ๐—Ž๐—‰๐–ฝ๐–บ๐—๐–พ๐—Œ, ๐—‡๐–พ๐— ๐—‚๐–ฝ๐–พ๐–บ๐—Œ weโ€™re cooking up for the next few months, sharing ๐—Œ๐—ˆ๐—†๐–พ ๐–ฟ๐—Ž๐—‡ ๐—Œ๐—๐—ˆ๐—‹๐—‚๐–พ๐—Œ ๐–บ๐—‡๐–ฝ ๐–ผ๐—ˆ๐—†๐—‰๐–บ๐—‹๐—‚๐—Œ๐—ˆ๐—‡๐—Œ ๐–ป๐–พ๐—๐—๐–พ๐–พ๐—‡ ๐—…๐–บ๐—‡๐—€๐—Ž๐–บ๐—€๐–พ๐—Œ ๐–บ๐—‡๐–ฝ ๐–ผ๐—Ž๐—…๐—๐—Ž๐—‹๐–พ๐—Œ.

Let us know if you enjoy this type of content! Weโ€™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 ๐Ÿ‘! This would help us a lot โ™ฅ๏ธ


#datascience #dods #diariesofadatascientist #aicommunity

# 20 Who benefits from Open Source AI?15 Sep 202400:48:39

๐™ธ๐—‡โ€€๐–บโ€€๐—๐—ˆ๐—ˆ๐–ฝ๐—Œโ€€๐—ˆ๐–ฟโ€€๐—๐—๐–พโ€€๐–ฝ๐–บ๐—๐–บโ€€๐—Œ๐–ผ๐—‚๐–พ๐—‡๐–ผ๐–พโ€€๐—๐—ˆ๐—‹๐—…๐–ฝ,โ€€๐—ˆ๐—‡๐–พโ€€๐–ผ๐–บ๐—‡โ€€๐—Œ๐—Ž๐—‹๐–พ๐—…๐—’โ€€๐–ฟ๐—‚๐—‡๐–ฝโ€€๐—๐—๐–พ๐—‚๐—‹โ€€๐—Œ๐—‰๐—ˆ๐—!ย ๐Ÿ‘พ

Whether you're a developer or an entrepreneur, open-source communities ๐Ÿ‘ฅ are a game-changer. This #๐Ÿค๐Ÿข๐—๐— ๐–พ๐—‰๐—‚๐—Œ๐—ˆ๐–ฝ๐–พ ๐—ˆ๐–ฟ ๐–ฃ๐–บ๐—‚๐—‹๐—‚๐–พ๐—Œ ๐—ˆ๐–ฟ ๐–บ ๐–ฃ๐–บ๐—๐–บ ๐–ฒ๐–ผ๐—‚๐–พ๐—‡๐—๐—‚๐—Œ๐— is ๐–ธ๐—ˆ๐—Ž๐—‹ ๐–ฆ๐—Ž๐—‚๐–ฝ๐–พ to not just improving your skills but also:

๐Ÿ†’ย earning trust

๐Ÿ†’ credibility

๐Ÿ†’ and making a real impact in the tech ecosystem

๐ŸŽ™๏ธ Join @Jasmin/@Kateย andย Kate/Jasminย as we dive deep into the advantages of contributing to open-source packages, from boosting your career to building valuable connections in both tech and business.


If you like our podcast, please consider leaving a review on Spotify, subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot โ™ฅ๏ธ

#datascience #dods #diariesofadatascientist #aicommunity

๐Ÿ‘‰ P.S. Feel free to check out Episode 15 if you're interested in learning more about interdisciplinary positions with a strong focus on open-source communities

#19 Generative AI in 2024: Key Milestones You Need to Know - DODS18 Aug 202400:45:01

In this episode, we dive into the most significant milestones in generative AI during 2024 and explore how these advancements are transforming industries worldwide.

Whether you're a tech enthusiast, industry professional, or just curious about the future of AI, this episode provides a comprehensive overview of how generative AI is making its mark in 2024 and beyond.

Some links to further check out resources:

https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-state-of-ai

https://openai.com/index/hello-gpt-4o/

https://www.ibm.com/think/insights/artificial-intelligence-trends

https://www.etoro.com/news-and-analysis/press-releases/etoros-first-ai-generated-ad-campaign-to-be-aired-during-paris-olympics/

If you like our podcast, please consider leaving a review on Spotify, subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot โ™ฅ๏ธ

#datascience #dods #diariesofadatascientist #aicommunity

Below we attach a list of models that is helpful to catch up with the most relevant ones from 2024 so far:

  • Llama 3.1: Meta's latest version in the Llama series, offering significant improvements in both language understanding and generation capabilities.ย https://llama.meta.com
  • GPT-4o and GPT-4o mini: Enhanced versions of OpenAI's GPT series, focusing on more efficient and contextually aware text generation.
  • Phi 3: A new model developed for complex multimodal tasks, integrating text, audio, and visual data processing. (SLM):ย https://azure.microsoft.com/en-us/blog/introducing-phi-3-redefining-whats-possible-with-slms/
  • Mistral Large 2: Known for its low latency and high performance, particularly in real-time applicationsย (The GitHub Blog)ย (ThinkPalm).
  • DeepDream: An updated version of Google's model that generates visually striking and abstract images using deep neural networksย (ThinkPalm).
  • GitHub Copilot: A collaborative tool that assists developers by providing context-aware code completions, now enhanced with broader language support and improved interactive documentation suggestionsย (ThinkPalm)ย (The GitHub Blog).
  • Microsoft 365 CoPilot, Studio
  • Complexity of Generative AI Adoption in Corporate

Recent Generative AI Models Developed (January 2024 - July 2024)

#18 Imposter Syndrome in Tech - DODS21 Jul 202401:09:29

โ€œ๐—œ ๐—”๐—บ ๐—ก๐—ผ๐˜ ๐—š๐—ผ๐—ผ๐—ฑ ๐—˜๐—ป๐—ผ๐˜‚๐—ด๐—ตโ€ โ€ฆย 


Youโ€™re not alone. ๐˜๐˜ฎ๐˜ฑ๐˜ฐ๐˜ด๐˜ต๐˜ฆ๐˜ณ ๐˜ด๐˜บ๐˜ฏ๐˜ฅ๐˜ณ๐˜ฐ๐˜ฎ๐˜ฆ is a silent struggle for many, especially in the fast-paced ๐˜ต๐˜ฆ๐˜ค๐˜ฉ ๐˜ธ๐˜ฐ๐˜ณ๐˜ญ๐˜ฅ. In our 18th episode "๐—œ๐—บ๐—ฝ๐—ผ๐˜€๐˜๐—ฒ๐—ฟ ๐—ฆ๐˜†๐—ป๐—ฑ๐—ฟ๐—ผ๐—บ๐—ฒ ๐—ถ๐—ป ๐—ง๐—ฒ๐—ฐ๐—ตโ€, we dive deep into this phenomenon, sharing insights, our stories and strategies to overcome it (based on our experience).


If you like our podcast, please consider leaving a review on Spotify, subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot โ™ฅ๏ธ

#datascience #dods #diariesofadatascientist #aicommunity

#17 Bonus Episode. Speaking @ Frankfurt Tech 2024 - DODS23 Jun 202400:36:09

Tune in for our 17th Episode of โ€œDiaries of a Data Scientistโ€, a bonus episode, where we share our honest summary on our talk at the Frankfurt Tech Show, 23rd of May. We were representing BASF at the Big Data & AI World Show.

If you like our podcast, please consider leaving a review on Spotify, subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot โ™ฅ๏ธ

#datascience #dods #diariesofadatascientist #aicommunity

#16 How to stay connected to academia & research while in corporate data science - DODS09 Jun 202400:42:09

Did you know? n the past year, 76% of graduating North American PhDs in AI went into industry โ€” up from 44.4% in 2010. This shift highlights the increasingly significant role industry is playing in AI development. By 2023, industry produced 51 notable machine learning models, while academia contributed only 15. ๐Ÿคฏย (Statistics from the AI Index Report, 2024, Stanford)

In this episode, we explore๐Ÿ’ก:

1๏ธโƒฃย The Importance of Collaboration: Discover why it's crucial for data scientists in corporate roles to collaborate with universities and the immense benefits these partnerships can bring.

2๏ธโƒฃย How to Start Collaborations: We share practical ways and channels to initiate and foster collaborations between industry and academia.

3๏ธโƒฃย The Downsides: We don't shy away from discussing the challenges and downsides of balancing research and corporate responsibilities as a data scientist.

If you like our podcast, please consider leaving a review on Spotify, subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot โ™ฅ๏ธ

#datascience #dods #diariesofadatascientist #aicommunity

๐Ÿ–‡๏ธย Useful linksย (unpaid advertisement, personal recommendations)::

  1. AI Index Report by Stanford, 2024:ย https://aiindex.stanford.edu/wp-content/uploads/2024/05/HAI_AI-Index-Report-2024.pdf
#15 - Being a Developer Advocate - Role, Skills, Companies & Salary Range #DevRel - DODS05 May 202400:33:54

In episode #15 of Diaries of a Data Scientist (DODS) we explore the role of being a โ€œDeveloper Advocateโ€

โ–ช๏ธ Explore why companies are clamouring for Developer Advocate and why developers are equally interested, despite it seemingly being an unpaid gig (or is it really - find out in the episode?). ๐Ÿค”

โ–ช๏ธ Learn about the profile of a Developer Advocate (in case you want to go this path), their key responsibilities, and the essential skills they bring to the table. ๐Ÿ’ผ

โ–ช๏ธ Discover the kind of individuals who thrive in this role and why they're crucial assets in bridging the gap between developers and companies. ๐ŸŒ

โ–ช๏ธ Plus, explore how this position is gaining popularity worldwide and uncover the salary ranges across different countries! ๐Ÿ’ฐ

If you like our podcast, please consider leaving a review on Spotify, subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot โ™ฅ๏ธ

๐Ÿ–‡๏ธย Useful linksย (unpaid advertisement, personal recommendations):

Developer relations:ย https://en.wikipedia.org/wiki/Developer_relations#:~:text=Developerย relations%2C abbreviated as DevRel,on purchases%2C of a product

What is developer relations:ย https://www.techielass.com/what-is-devrel/

Another interesting podcast episode on this topic:ย https://www.youtube.com/watch?v=DzeD1AshXrQ, @Prismic

How to get into the role:ย https://www.linkedin.com/pulse/what-heck-developer-advocate-how-become-one-hushen-savani/

Salary ranges:

Search tip To check current positions in the market, please type 'Developer Advocate' into the LinkedIn search bar

#14 Five Questions Every Data Science Mentor Is Asked - DODS21 Apr 202400:32:16

Dive with us into the world of data science with our latest episode, "๐ƒ๐š๐ญ๐š ๐’๐œ๐ข๐ž๐ง๐œ๐ž ๐ƒ๐ž๐ฆ๐ฒ๐ฌ๐ญ๐ข๐Ÿ๐ข๐ž๐: 5 ๐๐ฎ๐ž๐ฌ๐ญ๐ข๐จ๐ง๐ฌ ๐„๐ฏ๐ž๐ซ๐ฒ ๐Œ๐ž๐ง๐ญ๐จ๐ซ ๐ˆ๐ฌ ๐€๐ฌ๐ค๐ž๐.โ€

In this episode, we address burning questions and provide invaluable insights to fuel your data science journey.

Have you ever wondered? ๐Ÿค”

  1. I have a bachelorโ€™s degree in law, art & etc. How can I start my data science learning journey? What is my road map?
  2. Is it enough just having a data science bootcamp course to get into the data science field? Do I need a higher degree?
  3. How important are soft skills? Why is building a network important in tech?
  4. How do data scientists work? Are they looking for projects in a company and automating them, or do they know all databases?
  5. What are the development and career options once I enter the Data Science Path?

If you like our podcast, please consider leaving a review on Spotify, subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot โ™ฅ๏ธ

#31 Diary of Yashar Ahmadov - Senior Simulation Data Scientist - DODS21 May 202501:05:43

๐ŸŽ™๏ธ ๐Ž๐ฎ๐ซ ๐๐ž๐ฑ๐ญ ๐†๐ฎ๐ž๐ฌ๐ญ ๐ˆ๐ฌ ๐ˆ๐ง! ๐Ÿ‘‡๐Ÿผ

There are so many great voices in our field and this time weโ€™re joined by someone many of you already follow and admire!

Weโ€™re excited to welcomeย Yashar Ahmadov, Senior Simulation Data Scientist at Amazon in Luxembourg, who joined us to share hisย Diary of a Data Scientistย ๐Ÿ“–โœจ

As always, we gathered top questions and stories from our #DODS communityย โ€” and yes, we asked @Yashar for his honest advice, straight from experience.

Expect a calm, honest conversation โ€” with a few surprises and plenty of insights worth writing down.

๐Ÿ”In this episode, we turn the pages on:

  • Leadership and the permission to failย in a world with high AI expectations
  • Staying curiousย without burning out
  • Whyย ignoring the real business problemย is one of the biggest risks in data


โ˜•๏ธ And if youโ€™ve got more questions or storiesโ€”drop them in the comments! Weโ€™re always listening.๐Ÿ‘‡


If you Like our Podcast, please consider Leaving a Review on Spotify, Subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot!


#DiariesOfADataScientist #Tech #Community #Leadership #AI #Podcast #Curiosity #BusinessImpact #StayTuned #DataScience

#13 How do you know what is real and what is fake? - Age of AI - DODS07 Apr 202400:53:36

In todayโ€™s episode we answer the question of "How do you know what is real and what is fake anymore in the age of AI?"

In this episode, we're diving deep into four crucial chapters of this topic:

  1. Exploring recent examples of AI content (text and image) generation in academia and private life.
  2. Diving into techie terms to uncover current solutions for detecting AI-generated text, images, and videos (hello, deepfakes!).
  3. Discussing the impactful consequences on our society that we're currently observing.

And in the fourth and most practical chapter, we'll be sharing our research and practical findings on how to detect an AI-generated image or text. ๐Ÿ›ก๏ธ

Don't miss out on this eye-opening conversation! Tune in now! (For our fellow nerds ๐Ÿค“ we prepared a list of resources below ;-) )

If you like our podcast, please consider leaving a review on Spotify, subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot โ™ฅ๏ธ

References used in crafting this episode (unpaid advertisement, personal recommendations):

โ–ช๏ธAI-Generated images::ย https://lnkd.in/eiiG2tAEย (article:ย https://lnkd.in/eVgdqU6e) โ–ช๏ธAI-Generated Text:ย https://lnkd.in/eqmi4K83ย / (article:ย https://lnkd.in/ef_CsXhT)

โ–ช๏ธPapers on Elsevier (To date, the article remains unchanged, and unrestricted):

  1. https://scholarlykitchen.sspnet.org/2024/03/20/the-latest-crisis-is-the-research-literature-overrun-with-chatgpt-and-llm-generated-articles/
  2. https://www.sciencedirect.com/science/article/pii/S1930043324001298

โ–ช๏ธAI Avatar as influencers on TikTok and instagram:ย https://www.instagram.com/yoursisbillie/?hl=en

โ–ช๏ธ"Synthetic Lies: Understanding AI-Generated Misinformation and Evaluating Algorithmic and Human Solutionsโ€:ย https://dl.acm.org/doi/fullHtml/10.1145/3544548.3581318

โ–ช๏ธSora GenAI:ย https://www.crn.com/news/security/2024/openai-we-ll-help-you-detect-videos-made-with-sora-genai-tool

โ–ช๏ธDeepfake Detection: "A fast and Scalable Solution using Machine Learning":ย https://medium.com/geekculture/deepfake-detection-a-fast-and-scalable-solution-using-machine-learning-618e79fcb07f

EUROPEAN DATA PROTECTION SUPERVISOR:ย https://www.edps.europa.eu/data-protection/technology-monitoring/techsonar/deepfake-detection_en

โ–ช๏ธC2PA:ย  OpenAI:ย https://openai.com/sora#safetyย OpenAI:ย https://help.openai.com/en/articles/8912793-c2pa-in-dall-e-3

#12 ๐Œ๐ฎ๐ฌ๐ญ-๐‡๐š๐ฏ๐ž: ๐€๐ง๐š๐ฅ๐ฒ๐ญ๐ข๐œ๐ฌ & ๐€๐ˆ ๐‚๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐ญ๐ข๐ž๐ฌ ๐ข๐ง ๐„๐ง๐ญ๐ž๐ซ๐ฉ๐ซ๐ข๐ฌ๐ž๐ฌ - DODS24 Mar 202400:35:25

This time we discuss the topic of โ€œ๐Œ๐ฎ๐ฌ๐ญ-๐‡๐š๐ฏ๐ž: ๐€๐ง๐š๐ฅ๐ฒ๐ญ๐ข๐œ๐ฌ & ๐€๐ˆ ๐‚๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐ญ๐ข๐ž๐ฌ ๐ข๐ง ๐„๐ง๐ญ๐ž๐ซ๐ฉ๐ซ๐ข๐ฌ๐ž๐ฌโ€. Trust us, there's a lot to uncover! In this episode, we explore how fostering Analytics and AI communities can benefit both companies and employees.

Mutual benefits for enterprises and data professionals alike:

๐ŸŒŽ Networking opportunities ๐Ÿค Project collaborations that foster innovation, growth & transparency ๐Ÿ“š Peer learning for lonely wolves ๐Ÿค— Support from people alike ๐Ÿ‘ฅ Non-formal meetups where problem-solving becomes a collective endeavor

P.S. Jasmin will be delivering a talk on the significance of Analytics and AI communities in enterprises in Stuttgart on April 25th. Don't miss out! Register for the event here:ย https://www.biordie.com

If you like our podcast, please consider leaving a review on Spotify, subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot โ™ฅ๏ธ

#11 Women in Data Science & AI - DODS03 Mar 202400:41:59

Episode 11 of "Diaries of a Data Scientist" - ๐–๐จ๐ฆ๐ž๐ง ๐ข๐ง Data Science & ๐€๐ˆ: ๐œ๐ฎ๐ซ๐ซ๐ž๐ง๐ญ ๐ญ๐ซ๐ž๐ง๐๐ฌ, statistics, networks and opportunities.

If you like our podcast, please consider leaving a review on Spotify, subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot โ™ฅ๏ธ

Here's a sneak peek at what's in storeย (unpaid advertisement, personal recommendations):

  • Statistics:

Computer Science & ICT Students Germany 2022-2023, accessed via:ย https://franziska-hauck.medium.com/it-insights-computer-science-ict-students-in-germany-2023-addf2d08f525

Study & Good Practice Guide - Women in Tech:ย https://international.eco.de/women-in-tech-a-good-practice-guide-for-companies/#

50% of women in tech roles leave them by the age of 35. Study by Girls Who Code and Accenture:ย https://www.accenture.com/us-en/about/corporate-citizenship/tech-culture-reset, read also here.

  • Communities:
  • Conferences 2024: (please, check our previous episodes for links)
  • Mentorship
  • Follow corporate/social influencers like @Franziska Hauck, @Tim Verhoeven, @Anemari Fiser
#10 The Ultimate Guide to Nailing your Data Science Application - Pt. 2 - DODS18 Feb 202400:32:07

In our 10th episode we delve into the intricate world of interviews, sharing our insights and advice on what to ๐ž๐ฑ๐ฉ๐ž๐œ๐ญ ๐ƒ๐”๐‘๐ˆ๐๐† ๐ฒ๐จ๐ฎ๐ซ ๐๐š๐ญ๐š ๐ฌ๐œ๐ข๐ž๐ง๐œ๐ž ๐ข๐ง๐ญ๐ž๐ซ๐ฏ๐ข๐ž๐ฐ journey and how to ace it!


Among other things, we discuss:

โ–ช๏ธย The challenge of translating ML/AI tasks into ๐ญ๐š๐ง๐ ๐ข๐›๐ฅ๐ž ๐›๐ฎ๐ฌ๐ข๐ง๐ž๐ฌ๐ฌ ๐ฏ๐š๐ฅ๐ฎ๐ž perspectives.ย 

โ–ช๏ธย Tips on how to ๐œ๐จ๐ง๐๐ฎ๐œ๐ญ ๐ฒ๐จ๐ฎ๐ซ๐ฌ๐ž๐ฅ๐Ÿ and ๐ฐ๐ก๐š๐ญ'๐ฌ ๐ž๐ฑ๐ฉ๐ž๐œ๐ญ๐ž๐ ๐Ÿ๐ซ๐จ๐ฆ ๐ฒ๐จ๐ฎ during the interview process, as well as what you should anticipate walking into that room.ย 

โ–ช๏ธย The ongoing effort required to ๐ฌ๐ญ๐š๐ฒ ๐ฎ๐ฉ-๐ญ๐จ-๐๐š๐ญ๐ž in this dynamic field and much more that often goes unnoticed from behind the desk.


๐‡๐ž๐ซ๐ž'๐ฌ ๐š ๐ฌ๐ง๐ž๐š๐ค ๐ฉ๐ž๐ž๐ค ๐š๐ญ ๐ฐ๐ก๐š๐ญ'๐ฌ ๐ข๐ง ๐ฌ๐ญ๐จ๐ซ๐žย (unpaid advertisement, personal recommendations):

  1. Soft skills development: Surrounded by Idiots: The Four Types of Human Behavior and How to Effectively Communicate with Each in Business (and in Life) by Thomas Erikson
  2. Newsletter like TLDR AIย https://tldr.tech/ai**, The Pragmatic Engineer**ย https://newsletter.pragmaticengineer.com/aboutย , Towards Data Science Newsletter via Medium โ€ฆ
  3. STAR method for answering behavioral questions in interviewsย https://www.indeed.com/career-advice/interviewing/how-to-use-the-star-interview-response-technique

If you like our podcast, please consider leaving a review on Spotify, subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot โ™ฅ๏ธ

#9 The Ultimate Guide to Nailing Your Data Science Application - Pt. 1 - DODS04 Feb 202400:36:50

๐Ÿ” Are you eager to land your dream job? Look no further! Join us as we unveil the essential steps every aspiring data scientist ๐‘บ๐‘ฏ๐‘ถ๐‘ผ๐‘ณ๐‘ซ ๐‘ป๐‘จ๐‘ฒ๐‘ฌ ๐‘ฉ๐‘ฌ๐‘ญ๐‘ถ๐‘น๐‘ฌ venturing into the job market.


If you like our podcast, please consider leaving a review on Spotify, subscribe on YouTube, and leave a comment and/orย ๐Ÿ‘! This would help us a lotย โ™ฅ๏ธ


In this episode, we delve into theย โ€ผ๏ธessential steps aspiring data scientists must take before applying forย ๐Ÿ‘”positions in the field. Drawing from personal experiences, mentoring sessions, and consultations, we've crafted a comprehensive guide to help you navigate the complexities of the data science landscape.


In this episode, we'll delve deep into:

โ–ช๏ธย ๐๐ซ๐ž๐ฉ๐š๐ซ๐ข๐ง๐  ๐Ÿ๐จ๐ซ ๐’๐ฎ๐œ๐œ๐ž๐ฌ๐ฌ: Discover what steps you need to take before even thinking about hitting that "apply" button.

โ–ช๏ธย ๐’๐ญ๐ซ๐š๐ญ๐ž๐ ๐ข๐œ ๐€๐ฉ๐ฉ๐ซ๐จ๐š๐œ๐ก: Learn the essential strategies for crafting a standout application that catches the eye of recruiters.ย 

โ–ช๏ธย ๐‚๐ก๐จ๐จ๐ฌ๐ข๐ง๐  ๐ญ๐ก๐ž ๐‘๐ข๐ ๐ก๐ญ ๐…๐ข๐ญ: Explore the crucial factors to consider when selecting the perfect company for your career aspirations.


Here's a sneak peek at what's in storeย (unpaid advertisement, personal recommendations):

@Kaggle:ย https://www.kaggle.com

@GitHub:ย https://github.com

@Kununu:ย https://www.kununu.com

@Glassdor:ย https://www.glassdoor.de/index.htm

@Linkedin:ย https://www.linkedin.com


ML algorithms discussed in the episode:

  • Liner regression
  • Ridge, Lasso, Elastic Net regression
  • Logistic regression
  • Decision tree
  • Random forest
  • SVD
  • k-NN
  • DBSCAN
  • K-means
  • Naive Bayes
#8 10 Data Science Events you should visit in Germany in 2024 - DODS21 Jan 202400:28:22

๐„๐ฉ๐ข๐ฌ๐จ๐๐ž 8: "10 Data Science Events you should visit in Germany in 2024โ€ย ๐Ÿš€

In this episode, we've curated a list of must-attend gatherings in the dynamic world of ๐ƒ๐š๐ญ๐š ๐š๐ง๐ ๐€๐ˆ ๐ซ๐ข๐ ๐ก๐ญ ๐ก๐ž๐ซ๐ž ๐ข๐ง ๐†๐ž๐ซ๐ฆ๐š๐ง๐ฒ. Whether you're a seasoned professional or just diving into the data science world, these events are sure to elevate your knowledge and networking game. ๐Ÿš€

If you like our podcast, please consider leaving a review on Spotify, subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot โ™ฅ๏ธ

Here's a sneak peek at what's in storeย (unpaid advertisement, personal recommendations):

  1. German Data Science Days:ย https://www.gdsd.statistik.uni-muenchen.de/german-data-science-days-2024/index.html (offline)
  2. Women in Data Science Worldwide conference at Stanford Uni:ย https://www.widsworldwide.org/events/event/wids-stanford-2024/ย (offline + online)
  3. BARCย DATA festival #Munich:ย https://barc.com/events/data-festival/ย (offline)
  4. PyCon DE & PyData Berlin:ย https://2024.pycon.deย (offline + online)
  5. Rise of AI Conference:ย https://riseof.ai/conference-2024/ย (offline + online)
  6. Tech Show Frankfurt: Big Data & AI World:ย https://www.bigdataworldfrankfurt.deย (offline)
  7. Data & AI Summit from Databricks:ย https://www.databricks.com/dataaisummit/ย (offline + online)
  8. KI-Festival Heilbronn:ย https://ki-festival.deย (offline)
  9. Women in Data & AI:ย https://women-in-data-ai.techย (offline)
  10. Level Up Your Dataย - Community Treffen:ย https://www.linkedin.com/events/levelupyourdata-workshopstuttga7150498147624968193/about/ย (offline)ย BI or DIE

P.S. This episode was inspired by โ€œData & AI Event Calendar 2024โ€ fromย Sarah Stemmler. Go check out her profile and the calendar ๐Ÿ’ช

https://synsugar.com/blog/data-ai-events-die-sie-2024-nicht-verpassen-sollten

#7 2024 Vision: Data Science, Realistic Goals, and the Power of Consistency - DODS07 Jan 202400:31:05

In this special episode, we dive into setting realistic goals, new years resolutions and setting the stage for an even more incredible 2024.

All software, books and courses mentioned are unpaid advertisement and personal recommendations.

Task managers:

Habit Trackers:

Data Sciences Platforms & courses:

Books mentioned:

For Business and Personal Development

  1. โ€œCREATIVE PERSONAL BRANDINGโ€ by Juergen Salenbacher
  2. โ€œFrom Good to Greatโ€ by Jim Collins
  3. โ€œGoalโ€ by Eliyahu M. Goldratt
  4. โ€œGeniuses and Outsidersโ€ by Malcolm Gladwell
  5. โ€œQuitโ€ by Annie Duke
  6. โ€œAtomic Habits" by James Clear
  7. "The 7 Habits of Highly Effective People" by Stephen R. Covey
  8. "Mindset: The New Psychology of Success" by Carol S. Dweck
  9. "Inspired: How To Create Products Customers Love" by Marty Cagan
  10. โ€œThinking Fast & Slowโ€ by Daniel Kahnemann

For AI & Data Science

  1. โ€œHuman Friendly Automation: Arbeit und Kรผnstliche Intelligenz neu denken โ€œ byย Hans-Joachim Gergs (Hg.),ย Lars Schatilow (Hg.),ย Barbara Langes (Hg.),ย Tobias Kรคmpf (Hg.)
  2. โ€œHuman Compatible: Artificial Intelligence and the Problem of Controlโ€ by Stuart Russel
  3. "The Art of Data Science" by Roger D. Peng and Elizabeth Matsui
#6 How we produce our Data Science Podcast - Holiday Special - DODS25 Dec 202300:39:24

Welcome to the Holiday Special โ„๏ธ๐ŸŽ„!

In this festive episode, we're unwrapping the secrets behind the making of "Diaries of a Data Scientist." Join us as we share our journey, the tools we use, and some holiday cheer!

We share our motivation, why we chose the Podcast format and more details about our target audience. This episode is especially interesting if you are working full-time and want to hear how Kate and Jasmin are organizing producing this workshop next to their full-time Data Science employments.

In the following we share all our software and hardware being used to produce our Podcast. All are our personal recommendations and are unpaid-advertisements. For all paid services we pay ourselves ๐Ÿ˜ฌ

๐Ÿ‘ฉ๐Ÿผโ€๐Ÿ’ปย Software Savvy:ย The digital tools we use for creating the initial vision of the podcast, recording and editing. From Figma to Riverside, we cover it all.

  • Figmaย for visuals, e.g. Logo, Podcast Cover and Youtube thumbnails.
  • ChatGPTย with Plus Subscription (roughly 23 โ‚ฌ a month) to help us with writing show notes, LinkedIn Posts & Co.
  • SMASHINGLOGOย for initial inspiration regarding Logos. We did not like them very much and in the end designed a very minimalistic ones ourselves from scratch.
  • License Free Font for commercial use to design our logo foundย here
  • Pixabayย for a license-free intro and outdo jingle, that plays with every episode. We also checked out the Youtube Audio Library but it was hard to find something that we had in mind.
  • Adobe Voice Enhancer,ย e.g. if you donโ€™t have good mics yet. Free trial.
  • Google Account for Storage, Mail, accessing Youtube โ€ฆ
  • Notionย for our remote-organization, documentation, collecting ideas โ€ฆ
  • Riverside.fmย for remote audio & video recording of our podcast. This will make it easy to also include guests at a later stage. We also love the AI features. Paid tier (between 15-19 euro a month). We compared this withย Zencastrandย Squadcast, but liked the very intuitive handling of Riverside and their functionality best.
  • GarageBand for editing audio, iMovie for editing video (both are Apple solutions and come out-of-the box with the Macbook)
  • Inshot for additional visual editing for socials. We used this only for the trailer and did not see any further need since then.
  • Carrdย for our Websiteย https://diariesods.carrd.co. It was built within 30 minutes. Absolutely love this for simple business-card like websites!
  • LinkedIn for engagement.
  • We are publishing our podcast
  • Otherwise, we have just created
  • BI or Dieย - the Podcast which was mentioned, where Jasmin was a guest in summer 2023.

๐ŸŽ™๏ธHardware Heaven:ย A look at the microphones, headphones & other hardware that brings our podcast to life.

  • Condenser USB mic suitable for voice & podcast:ย Rode NT-USB +ย . Check out reviews, e.g. on YouTube to find the best mic for you & your budget. Costs between 150 and 170โ‚ฌ
  • Any Laptop will work: we useย MacBook Proย since this is what we had at home. So no need to buy any new devices!
  • Headphones for hearing each other without risking echo: Any headphones will work, we useย AirPods from Apple, because they are nice & small.
  • Any Ring Light or LED Video Light will work. We use:ย Ring Lightsย from Amazon (between 80 - 100 โ‚ฌ). We are considering switching to square lights to avoid circular reflection in the eyes.

Equipment can really influence the sound quality:

If you want to hear the difference yourself, check out our first episode vs. the current one. In the first episode, we did not have professional mics and used the inbuilt mics of Apple AirPods and Apple AirPods Max respectively. Lastly, we used Adobe Speech Enhancer to improve on the quality. Nevertheless, you can clearly hear the added richness with better mics and not needing post-sound enhancing.

๐Ÿ“ˆ Status 25th December we have 21 Subscribers and 280 clicks on our channel on Youtube.

We use the analytics functions from Spotify for Podcasters and Apple Podcasts to monitor engagement.

#5 Balancing Work, Learning and Life in Data Science - DODS10 Dec 202300:27:01

๐Ÿ” Episode 5: "๐๐š๐ฅ๐š๐ง๐œ๐ข๐ง๐  ๐–๐จ๐ซ๐ค , ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐  ๐š๐ง๐ ๐‹๐ข๐Ÿ๐ž ๐ข๐ง ๐ƒ๐š๐ญ๐š ๐’๐œ๐ข๐ž๐ง๐œ๐žโ€ is an absolute must-listen for all the data enthusiasts out there who understand the struggle of keeping up in this fast-paced field. ๐Ÿš€

In this episode, we delve into both structured and unstructured methods, internal and external sources of knowledge, and spill the beans on our personal tips for goal setting and the importance of maintaining a constant routine. ๐Ÿ“š๐Ÿ”„


And guess what? For the first time, we've transformed our ๐’‘๐’๐’…๐’„๐’‚๐’”๐’• ๐’Š๐’๐’•๐’ ๐’‚ ๐’—๐’Š๐’…๐’†๐’ ๐’‡๐’๐’“๐’Ž๐’‚๐’• on Spotify! Dive in and enjoy this Sunday evening.

But that's not all โ€“ we've crafted a small poll ๐Ÿ“Š for our listeners. Check it out and let us know your thoughts!

Don't miss out on this knowledge-packed episode! ๐Ÿš€ Subscribe, tune in, and let us know your thoughts.

#DataScience #Podcast #LearningJourney #CareerGrowth #TechTalk #StayUpdated #DiariesOfaDataScientist ๐Ÿš€๐Ÿ“Š

Resources mentioned in this episode (unpaid advertisement, personal recommendations):

# 4 AI Revolution in Data Science - DODS26 Nov 202300:33:54

๐ŸšจSet your timers for a power-packed 30-minute ride as we're delving deep into the world of breakthrough technologies like Generative AI, and the burning questions they raise for data scientists in the here and now:

  1. What are the effects and consequences of these game-changing technologies? (incl. business side)
  2. Whether you're an aspiring data scientist or a seasoned pro, we'll explore some important considerations for individuals looking to dive into this dynamic field.
  • Is data science still the career of your dreams?
  • Do you still need to learn how to program to become a data scientist?

Listen also on:

๐ŸŽง Spotify: https://podcasters.spotify.com/pod/show/jasmin--kate/episodes/AI-Revolution-in-Data-Science-e2ce2hl

๐ŸŽง Apple Podcast: https://podcasts.apple.com/de/podcast/diaries-of-a-data-scientist/id1710961657

๐ŸŽฌ YouTube: https://youtu.be/3yIfgPyCI9A?si=5iGfZCnJ8M0Z9LU0


Influencers mentioned in the episode (unpaid advertisement/recommendation):

๐Ÿ”ฅ Join us in Episode 4 as we navigate through the fascinating intersection of data science, emerging technologies, and career choices. It's not just a podcast; it's a journey into the heart of the data-driven reality!

#30 The big 5 for effective communication in Data Science & AI - DODS20 Apr 202500:31:48

๐ŸŽ™ย Episode 30 is LIVE

After 29 episodes of algorithms, models, and metricsโ€ฆ weโ€™re diving into something thatย might matter even moreโ€”soft skills. Specifically, theย 5 principles of effective AI communicationย that can make or break your impact as a data scientist.

๐Ÿง ย Why does it matter?

Soft skills are rising fast in tech. Professionals who can clearly communicate AI outcomes are being seen as more valuable, more trusted, and more promotable (based on internal and non-public research). It's no longer optionalโ€”it's a differentiator.

๐Ÿ“–ย A story no oneโ€™s heard before...

๐Ÿš€ย Why you need this NOW:

Whether youโ€™re junior or leading teams, these 5 principles will help you:

  • Communicate AI outcomes with clarity and confidence
  • Build trust with stakeholders
  • Become the go-to person for high-impact decisions
  • Future-proof your role in the age of AI

๐ŸŽง Tune in now and letโ€™s grow together โ†’

If you Like our Podcast, please consider Leaving a Review on Spotify, Subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot!

#DiariesOfADataScientist #ArtificialIntelligence #FutureTech

๐Ÿชฝ Follow Jasmin on LinkedIn:ย https://www.linkedin.com/in/jasmin-weimueller-bsc2018/ย ๐Ÿชฝ Follow Kate on LinkedIn:ย https://www.linkedin.com/in/kate-nazarova-data-science/ย ๐Ÿชฝ Subscribe to our official DODS page:ย https://www.linkedin.com/company/diaries-of-data-scientist/

Follow us on Medium๐Ÿ‘‡

๐Ÿ–‡ Jasminโ€™s Medium page:ย https://medium.com/@JasminWhyย ๐Ÿ–‡ Kateโ€™s Medium page:ย https://medium.com/@Kate_in_DS

Join us on other platforms:

๐ŸŽง Spotify:ย ย https://open.spotify.com/show/1DAelRe22W8vBHK7rTU361?si=4e4f3d7bc67546ccย ๐ŸŽง Apple:ย 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-SKSRoHย ๐ŸŽง Amazon:ย https://amzn.asia/d/7J3UkTEย ๐ŸŽง Podimo:ย https://podimo.com/de/shows/diaries-of-a-data-scientistย ๐ŸŽง Podscribe:ย https://app.podscribe.ai/series/2353052

#3 Power of Soft Skills in Data Science - DODS12 Nov 202300:29:50

In our latest episode of 'Diaries of a Data Scientist,' we deep dive into the essential soft skills every data enthusiast should master! ๐Ÿง ๐Ÿ’ก

Join us for a captivating 30-minute exploration as we discuss the art of communication, time-management, the magic of storytelling, the role of creativity, problem-solving prowess, and the resilience that fuels success in the world of data science.


Listen also on:

๐Ÿ”— Spotify: https://anchor.fm/jasmin--kate

๐Ÿ”— Apple: https://podcasts.apple.com/de/podcast/diaries-of-a-data-scientist/id1710961657

๐Ÿ”— YouTube: ย https://www.youtube.com/watch?v=HK7mhEd-8C0


Learning sources mentioned in the episode:

#2 Is Data Science Your Destiny? - DODS29 Oct 202300:46:33

Breaking into Data Science:

Dive into the world of data science and explore why it might be the right role for you. We discuss the diverse roles within this field and the essential skills you need.


YouTube: https://www.youtube.com/@DiariesOfADataScientist/featured

Apple Podcast: https://podcasts.apple.com/de/podcast/diaries-of-a-data-scientist/id1710961657

Spotify Podcast: https://open.spotify.com/show/1DAelRe22W8vBHK7rTU361

#1 10 most important things in Data Science Mentoring - DODS08 Oct 202300:28:45

Imagine mentoring as an art canvas, awaiting your unique strokes of mentorship mastery. Drawing from our 4+ years mentoring journey, we present 10 pivotal components for success. Whether you're a mentee seeking direction or a mentor eager to guide, this episode is for you. Tune in and let us guide you toward fulfilling mentorship journey.

Are you a Data Scientist or aspiring to become one?03 Oct 202300:01:26

Ourย podcastย episodes will be released every two weeks, featuring a new topic rooted in our shared experience as Data Scientists in the industry, as well as mentoring global Data Talents.
We're excited to dive into discussions covering a wide spectrum of data science themes and aim to offer valuable insights and actionable advice to our listeners, whether you're a beginner or an expert.

# 29 Diary of Florian Roscheck - Senior Data Scientist - DODS16 Mar 202500:47:10

๐Ž๐ฎ๐ซ ๐…๐ข๐ซ๐ฌ๐ญ ๐†๐ฎ๐ž๐ฌ๐ญ ๐‰๐จ๐ข๐ง๐ฌ ๐ƒ๐ข๐š๐ซ๐ข๐ž๐ฌ ๐จ๐Ÿ ๐š ๐ƒ๐š๐ญ๐š ๐’๐œ๐ข๐ž๐ง๐ญ๐ข๐ฌ๐ญ!ย ย ๐ŸŽ™๏ธ

Weโ€™ve had incredible conversations on our podcast, but this episode is extra specialโ€”because for the first time, weโ€™re bringing in a guest!

Meetย Florian Roscheck, Senior Data Scientist at @Henkel, who joined us to shareย ๐ก๐ข๐ฌย ๐ƒ๐ข๐š๐ซ๐ฒ ๐จ๐Ÿ ๐š ๐ƒ๐š๐ญ๐š ๐’๐œ๐ข๐ž๐ง๐ญ๐ข๐ฌ๐ญย ๐Ÿ“–โœจ

A hugeย ๐ญ๐ก๐š๐ง๐ค ๐ฒ๐จ๐ฎย to our amazing community for helping us shape this episode! Your questions and stories guided our discussion, making it even more insightful and valuable. ๐Ÿ’ก

๐Ÿ”Hereโ€™s what we tackled:

๐Ÿ’ก How do you break through rejections and secure your first role?

๐Ÿ› ๏ธ Can you get into tech with a non-tech background? (Spoiler: Yes, and hereโ€™s how.)

๐Ÿ“ˆ Once youโ€™re in, how do you actually succeed and grow?

๐Ÿ—ฃ๏ธ Why ๐œ๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐œ๐š๐ญ๐ข๐จ๐ง ๐ฌ๐ค๐ข๐ฅ๐ฅ๐ฌ can define your career more than you think.


New episode drops today!


โ˜•๏ธ And if youโ€™ve got more questions or storiesโ€”drop them in the comments! Weโ€™re always listening.๐Ÿ‘‡


If you Like our Podcast, please consider Leaving a Review on Spotify, Subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot!


#DiariesOfADataScientist #Tech #Community

๐Ÿชฝ Follow Jasmin on LinkedIn:ย https://www.linkedin.com/in/jasmin-weimueller-bsc2018/ย ๐Ÿชฝ Follow Kate on LinkedIn:ย https://www.linkedin.com/in/kate-nazarova-data-science/ย ๐Ÿชฝ Subscribe to our official DODS page:ย https://www.linkedin.com/company/diaries-of-data-scientist/

Follow us on Medium๐Ÿ‘‡

๐Ÿ–‡ Jasminโ€™s Medium page:ย https://medium.com/@JasminWhyย 

๐Ÿ–‡ Kateโ€™s Medium page:ย https://medium.com/@Kate_in_DS

Join us on other platforms:

๐ŸŽง Spotify:ย ย https://open.spotify.com/show/1DAelRe22W8vBHK7rTU361?si=4e4f3d7bc67546ccย 

๐ŸŽง Apple:ย 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-SKSRoHย 

๐ŸŽง Amazon:ย https://amzn.asia/d/7J3UkTEย 

๐ŸŽง Podimo:ย https://podimo.com/de/shows/diaries-of-a-data-scientistย 

๐ŸŽง Podscribe:ย https://app.podscribe.ai/series/2353052


Time:

0:00 Intro

00:43 Chapter 1: Getting into Data Science

03:59 Story 1: First Story: How to get into the data science full-time position having a master in Chemical Engineering

11:56 Chapter 2: Being a good Data Scientist

21:59 Story 2: International Experience

29:18 Chapter 3: Further development as a Data Scientist

35:27 Story 3: How to successfully adopt AI-solutions

#28 Fast & Furious: AI Whirlwind of 2025 -DODS16 Feb 202500:45:50

For the past three weeks, we've been lucky to witness a surge in the AI race that's reshaping the global technology landscape.

In Episode 28, which is Part 2: โ€œFast & Furious: AI Whirlwind of 2025โ€ ofย Diaries of a Data Scientist, we continue our discussion around AGI, the global AI Players and dive into some of the most intriguing developments in the field:

  • Stargate Project:ย :ย What exactly is it, and how does it pave the way for AGI and ASI?
  • DeepSeek R1 Model:ย A $5M innovation that Italy has already bannedโ€”what's behind this decision?
  • OpenAI's Latest:ย How do these new developments fit into the broader picture?
  • European AI Champions:ย Is Europe poised to lead, or will AI regulation leave it trailing behind?

And many more!

New episode drops today! ๐“๐ก๐ข๐ฌ ๐ข๐ฌ๐งโ€™๐ญ ๐ฒ๐จ๐ฎ๐ซ ๐ž๐ฏ๐ž๐ซ๐ฒ๐๐š๐ฒ ๐ญ๐ž๐œ๐ก ๐œ๐ก๐š๐ญ!

โ˜•๏ธ Grab your coffee, buckle up, and join us for an exhilarating exploration of the future of AI. The conversation is just getting started!

If you Like our Podcast, please consider Leaving a Review on Spotify, Subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot!

#DiariesOfADataScientist #ArtificialIntelligence #FutureTech


References:

People to follow: Vanessa Cann, Cassie, Eduardo Ordax

Books:

AGI:

  1. https://medium.com/singularitynet/a-short-history-of-foundational-agi-theories-e9840df9c77b
  2. https://www.forbes.com/sites/gilpress/2024/03/29/artificial-general-intelligence-or-agi-a-very-short-history/
  3. https://medium.com/@Lidinwise/a-glimpse-into-the-future-of-agi-and-the-evolution-of-human-thought-79e9d323fbab

OpenAI:

  1. https://openai.com/index/introducing-deep-research/?utm_source=chatgpt.com
  2. https://openai.com/index/openai-o3-mini/
  3. https://openai.com/index/introducing-openai-o1-preview/?utm_source=chatgpt.com
  4. https://www.reuters.com/markets/deals/elon-musk-led-group-makes-974-billion-bid-control-openai-wsj-reports-2025-02-10/
  5. https://arxiv.org/pdf/2501.12948ย - DeepSeek Research paper
  6. https://openai.com/index/announcing-the-stargate-project/

DeepSeek:

  1. https://www.bbc.com/news/articles/c5yv5976z9po
  2. https://medium.com/@la_boukouffallah/understanding-reinforcement-learning-in-deepseek-r1-079d3360ca6c
  3. o3-mini vs DeepSeek 3 tests comparison:ย https://www.youtube.com/watch?v=KoTI8_4epTw&t=1127s
  4. https://www.reuters.com/technology/artificial-intelligence/italys-privacy-watchdog-blocks-chinese-ai-app-deepseek-2025-01-30/?utm_source=chatgpt.com
  5. https://techcrunch.com/2025/01/27/deepseek-displaces-chatgpt-as-the-app-stores-top-app/
  6. https://www.theguardian.com/business/2025/jan/27/what-is-deepseek-and-why-did-us-tech-stocks-fall
  7. https://www.ig.com/en/news-and-trade-ideas/why-nvidia-s-share-price-dropped-17--after-deepseek-news-250128
  8. https://fxopen.com/blog/en/oa-nvidia-nvda-stock-price-drops-by-approximately-17/

AI Investments and Delays

  1. https://www.riotimesonline.com/eu-unveils-e200-billion-plan-to-lead-in-artificial-intelligence/#:~:text=Theย EU AI Champions Initiative%2C led by investment firm General,and employ millions across Europe
  2. https://english.cw.com.tw/article/article.action?id=3955#:~:text=The Artificial Intelligence (AI) Action,with the US and China
  3. https://www.theguardian.com/technology/article/2024/jun/21/apple-ai-europe-regulation?utm_source=chatgpt.com
  4. https://cepa.org/article/europes-ai-blues-us-companies-slow-deployment/?utm_source=chatgpt.com
  5. https://www.theguardian.com/technology/2024/oct/09/meta-launches-its-ai-chatbot-in-the-uk-on-facebook-and-instagram?utm_source=chatgpt.com
  6. https://www.businesswire.com/news/home/20250204744295/en/COMPL-AI-Identifies-Critical-Compliance-Gaps-in-DeepSeek-Models-Under-the-EU-AI-Act?utm_source=chatgpt.com
  7. https://www.pymnts.com/artificial-intelligence-2/2025/openai-ceo-sam-altman-eu-regulations-could-limit-access-to-ai/?utm_source=chatgpt.com
#27 Is AGI round the corner? - DODS09 Feb 202500:35:08

๐‘ฐ๐’” ๐‘จ๐‘ฎ๐‘ฐ ๐’•๐’‰๐’† ๐’ˆ๐’‚๐’•๐’†๐’˜๐’‚๐’š ๐’•๐’ ๐ž๐’๐’…๐’๐’†๐’”๐’” ๐ข๐’๐’๐’๐’—๐’‚๐’•๐’Š๐’๐’, ๐’๐’“ ๐’‚๐’“๐’† ๐’˜๐’† ๐’‡๐’๐’Š๐’“๐’•๐’Š๐’๐’ˆ ๐’˜๐’Š๐’•๐’‰ ๐’…๐’Š๐’”๐’‚๐’”๐’•๐’†๐’“?

Are we on the brink of a technological revolutionโ€”or staring down the barrel of a ticking time bomb?๐Ÿ’ฃ Tune in to the latest episode of theย Diaries of a Data Scientist Podcastย with @Jasmin and @Kate, as we pull back the curtain on the wild, unpredictable world of AI.

Whatโ€™s in store?

๐Ÿ”นย ANI vs. AGI vs. ASI:

Dive into the evolution of AI from today's specialized systems to the ambitious dreams of tomorrowโ€”and discover where Foundational & Multimodal Models take their place.

๐Ÿ”นย A Walk Through AI History:

Ever wondered how the baby steps of early AI innovations set the stage for todayโ€™s breakthroughs? Weโ€™ll take you on a journey from the past to our cutting-edge present.

๐Ÿ”นย The Great AI Divide:

Why are the worldโ€™s top AI minds split into three distinct camps?

New episode drops today! ๐“๐ก๐ข๐ฌ ๐ข๐ฌ๐งโ€™๐ญ ๐ฒ๐จ๐ฎ๐ซ ๐ž๐ฏ๐ž๐ซ๐ฒ๐๐š๐ฒ ๐ญ๐ž๐œ๐ก ๐œ๐ก๐š๐ญ!

But hereโ€™s the real tease: In Part Two, weโ€™re zooming in on Europeโ€”exploring the impact of the EU AI Act and getting into the nitty-gritty tech behind DeepSeek, o3-mini, and the Stargate project.

โ˜•๏ธ Grab your coffee, buckle up, and join us for an exhilarating exploration of the future of AI. The conversation is just getting started!

#DiariesOfADataScientist #ArtificialIntelligence #FutureTech

#26 AI Trends in 2025 - DODS12 Jan 202500:35:30

๐–๐ก๐š๐ญ ๐€๐ˆ ๐ญ๐ซ๐ž๐ง๐๐ฌ ๐ฐ๐ข๐ฅ๐ฅ ๐๐จ๐ฆ๐ข๐ง๐š๐ญ๐ž ๐ข๐ง 2025? ๐‡๐จ๐ฐ ๐ฐ๐ข๐ฅ๐ฅ ๐›๐ฎ๐ฌ๐ข๐ง๐ž๐ฌ๐ฌ๐ž๐ฌ ๐š๐๐š๐ฉ๐ญ? ๐€๐ง๐ ๐ฐ๐ก๐š๐ญ ๐๐จ๐ž๐ฌ ๐ข๐ญ ๐š๐ฅ๐ฅ ๐ฆ๐ž๐š๐ง ๐Ÿ๐จ๐ซ ๐ฉ๐ซ๐จ๐Ÿ๐ž๐ฌ๐ฌ๐ข๐จ๐ง๐š๐ฅ๐ฌ ๐ฅ๐ข๐ค๐ž ๐ฒ๐จ๐ฎ?

In our new 26th episode,ย โ€œ๐€๐ˆ ๐“๐ซ๐ž๐ง๐๐ฌ ๐ข๐ง 2025โ€, we sit down withย Jasmin/Kateย to discuss the key trends and changes shaping the future of AI and the data field:

  • AI Trends for 2025 for business
  • The shifts coming to hiring processes for data roles
  • What professionals can expect in this evolving industry


๐ŸŽ™ย New episode drops today! Listen & Subscribe


โœจย Interesting facts for you:

  • Nearlyย 60% of businessesย plan to increase theirย AI investmentsย in 2025 (Hosting Survey).
  • Big Data Specialistย is the fastest-growing job, withย Data Scientists and Analystsย ranked 11th (World Economic Forum).

If you enjoy our podcast, please consider:

โญ Leaving a review on Spotify / Apple Podcasts

๐Ÿ“ฉ Subscribe

๐Ÿ’ฌ Leave a comment or ๐Ÿ‘ to support us!

Your engagement means the world to us.โฃ๏ธ

#DataScience #DODS #DiariesOfADataScientist #AICommunity

๐Ÿชฝ Follow Jasmin on LinkedIn:ย https://www.linkedin.com/in/jasmin-weimueller-bsc2018/

๐Ÿชฝ Follow Kate on LinkedIn:ย https://www.linkedin.com/in/kate-nazarova-data-science/

๐Ÿชฝ Subscribe to our official DODS page:ย https://www.linkedin.com/company/diaries-of-data-scientist/

Follow us on Medium๐Ÿ‘‡

๐Ÿ–‡ย Jasminโ€™s Medium page:ย https://medium.com/@JasminWhy

๐Ÿ–‡ย Kateโ€™s Medium page:ย https://medium.com/@Kate_in_DS


Join us on other platforms:

๐ŸŽงย Apple: ย 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

๐ŸŽงย Amazon:ย https://amzn.asia/d/7J3UkTE

๐ŸŽงย Podimo:ย https://podimo.com/de/shows/diaries-of-a-data-scientist

๐ŸŽงย Podscribe:ย https://app.podscribe.ai/series/2353052

#25 Thinking Clearly - a Data Science Guide - DODS22 Dec 202400:41:49

#Christmas Special๐ŸŽ„๐˜๐จ๐ฎ๐ซ ๐ƒ๐š๐ญ๐š ๐ข๐ฌ ๐‡๐จ๐ง๐ž๐ฌ๐ญ. ๐˜๐จ๐ฎ๐ซ ๐๐ข๐š๐ฌ ๐ข๐ฌ ๐๐จ๐ญ.

As 2024 comes to a close, it's time to pause and reflect on how we make decisions in data-driven projects. In thisย Christmas Special, weโ€™re diving into the fascinating world ofย โ€๐‚๐จ๐ ๐ง๐ข๐ญ๐ข๐ฏ๐ž ๐๐ข๐š๐ฌ๐ž๐ฌ ๐ข๐ง ๐ƒ๐š๐ญ๐š ๐’๐œ๐ข๐ž๐ง๐œ๐žโ€. ๐Ÿง โœจ

In this episode, you'll learnโ€ฆ

๐ŸŽฏ See how your own bias might be sabotaging your data science thinking process

๐ŸŽฏ Reflect on the decision-making process in 2024

๐ŸŽฏ Explore strategies to refine and elevate your approaches for 2025

In fact,ย ๐Ÿ‘พ massive algorithms built for mass usage cannot be created by one person aloneโ€”and cognitive biases are one of the reasons why.


๐˜๐จ๐ฎ๐ซ ๐๐š๐ญ๐š ๐ฆ๐ข๐ ๐ก๐ญ ๐ง๐จ๐ญ ๐›๐ž ๐ฅ๐ฒ๐ข๐ง๐ โ€”๐›๐ฎ๐ญ ๐ฒ๐จ๐ฎ๐ซ ๐›๐ข๐š๐ฌ ๐ฆ๐ข๐ ๐ก๐ญ ๐›๐ž.


If you like our podcast, please consider leaving a review on Spotify, subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot ๐Ÿฉต

#datascience #dods #diariesofadatascientist #aicommunity


Reading Recommendations:

  • Thinking Fast and Slow - Daniel Kahneman
  • The art of thinking clearly - Rolf Dobelli
  • Quit - Annie Duke


๐Ÿชฝ Follow Jasmin on LinkedIn:ย https://www.linkedin.com/in/jasmin-weimueller-bsc2018/

๐Ÿชฝ Follow Kate on LinkedIn:ย https://www.linkedin.com/in/kate-nazarova-data-science/

๐Ÿชฝ Subscribe to our official DODS page:ย https://www.linkedin.com/company/diaries-of-data-scientist/

Follow us on Medium๐Ÿ‘‡

๐Ÿ–‡ย Jasminโ€™s Medium page:ย https://medium.com/@JasminWhy

๐Ÿ–‡ย Kateโ€™s Medium page:ย https://medium.com/@Kate_in_DS

Join us on other platforms:

๐ŸŽงย Spotify: ย https://open.spotify.com/show/1DAelRe22W8vBHK7rTU361?si=4e4f3d7bc67546cc

๐ŸŽงย Apple: ย 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

๐ŸŽงย Amazon:ย https://amzn.asia/d/7J3UkTE

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๐ŸŽงย Podscribe:ย https://app.podscribe.ai/series/2353052

#24 Mentoring Insights: Top 5 Data Science Questions from Singapore - DODS24 Nov 202400:49:38

Ever found yourself wondering,ย โ€œIs data science really for me?โ€ย Or maybe youโ€™ve asked,ย โ€œWhat does it actually take to become a data scientist?โ€ย Weโ€™ve been there, too!

Thatโ€™s why in our latest episodeย โ€œMentoring Insights: Top 5 Data Science Questions from Singaporeโ€, we dove into some of the most common (and often intimidating) questions about breaking into the field of data science:

๐ŸŒŸย How do I know if data science is for me?

๐ŸŽ“ย Which qualifications do I really need?

๐Ÿ’กย Why isnโ€™t a single course or bootcamp enough?


If youโ€™re considering a career in data science or trying to navigate the next step, this episode is for you. ๐Ÿ’™ And remember, itโ€™s okay to feel overwhelmed at first; every expert you admire was once a beginner!


If you like our podcast, please consider leaving a review on Spotify, subscribe on Youtube and leave a comment and/or ๐Ÿ‘! This would help us a lot โ™ฅ๏ธ

#datascience #dods #diariesofadatascientist #aicommunity


๐Ÿชฝ Follow Jasmin on LinkedIn:ย https://www.linkedin.com/in/jasmin-weimueller-bsc2018/

๐Ÿชฝ Follow Kate on LinkedIn:ย https://www.linkedin.com/in/kate-nazarova-data-science/

๐Ÿชฝ Subscribe to our official DODS page:ย https://www.linkedin.com/company/diaries-of-data-scientist/

Follow us on Medium๐Ÿ‘‡

๐Ÿ–‡ย Jasminโ€™s Medium page:ย https://medium.com/@JasminWhy

๐Ÿ–‡ย Kateโ€™s Medium page:ย https://medium.com/@Kate_in_DS

Join us on other platforms:

๐ŸŽงย Spotify: ย https://open.spotify.com/show/1DAelRe22W8vBHK7rTU361?si=4e4f3d7bc67546cc

๐ŸŽงย Apple: ย 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

๐ŸŽงย Amazon:ย https://amzn.asia/d/7J3UkTE

๐ŸŽงย Podimo:ย https://podimo.com/de/shows/diaries-of-a-data-scientist

๐ŸŽงย Podscribe:ย https://app.podscribe.ai/series/2353052

ยฉ My Podcast Data ยท Independent project ยท Data from Apple & Spotify