Dice.camp

Sarah LeaWhy normalize databases? Yesterday, my tutoring student asked me why databases need to be normalized at all. She said: “Wouldn’t it be easier to just have one big table with all the information?”It’s a common first question when learning about relational databases. At first, one big table (e.g. customer name, order date, product name, price) seems easiest.I told her: :blobcoffee: Because that quickly leads to data redundancy, anomalies, and integrity issues when inserting, updating, or deleting records. :blobcoffee: Normalization means structuring data into separate, related tables, so that each fact is stored only once. This reduces redundancy & preserves consistency.<a href="https://techhub.social/tags/databases" class="mention hashtag" rel="nofollow noopener" target="_blank">#databases</a> <a href="https://techhub.social/tags/dataengineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataengineering</a> <a href="https://techhub.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascience</a> <a href="https://techhub.social/tags/datascientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascientist</a> <a href="https://techhub.social/tags/dataanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataanalysis</a> <a href="https://techhub.social/tags/dataanalyst" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataanalyst</a> <a href="https://techhub.social/tags/sql" class="mention hashtag" rel="nofollow noopener" target="_blank">#sql</a> <a href="https://techhub.social/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#data</a>

Sarah LeaWant to really understand how RAG, vector search & chunking work?Then stop reading theory and build your own chatbot.This guide shows you how to create a local PDF chatbot using: ☕ LangChain☕ FAISS (vector DB)☕ Mistral via Ollama☕ Python & StreamlitStep-by-step, from environment setup to deployment. Ideal for learning how Retrieval-Augmented Generation works in practice.👉 <a href="https://medium.com/data-science-collective/rag-in-action-build-your-own-local-pdf-chatbot-as-a-beginner-96c2833869ff" rel="nofollow noopener" translate="no" target="_blank">https://medium.com/data-science-collective/rag-in-action-build-your-own-local-pdf-chatbot-as-a-beginner-96c2833869ff</a>Comment “WANT” if you need the friends link to the article, as you don’t have paid Medium.<a href="https://techhub.social/tags/rag" class="mention hashtag" rel="nofollow noopener" target="_blank">#rag</a> <a href="https://techhub.social/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#tech</a> <a href="https://techhub.social/tags/Technology" class="mention hashtag" rel="nofollow noopener" target="_blank">#Technology</a> <a href="https://techhub.social/tags/chatbot" class="mention hashtag" rel="nofollow noopener" target="_blank">#chatbot</a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://techhub.social/tags/ki" class="mention hashtag" rel="nofollow noopener" target="_blank">#ki</a> <a href="https://techhub.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#python</a> <a href="https://techhub.social/tags/vector" class="mention hashtag" rel="nofollow noopener" target="_blank">#vector</a> <a href="https://techhub.social/tags/langchain" class="mention hashtag" rel="nofollow noopener" target="_blank">#langchain</a> <a href="https://techhub.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascience</a> <a href="https://techhub.social/tags/DataScientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScientist</a> <a href="https://techhub.social/tags/streamlit" class="mention hashtag" rel="nofollow noopener" target="_blank">#streamlit</a>

Sarah LeaWhat I learned from an interview with a Harvard postdoc in Biomedicine & AI: It’s not always about having the right answer. It’s about asking the questions no one else dares to ask — even if that requires a lot of patience.<a href="https://techhub.social/tags/career" class="mention hashtag" rel="nofollow noopener" target="_blank">#career</a> <a href="https://techhub.social/tags/careergrowth" class="mention hashtag" rel="nofollow noopener" target="_blank">#careergrowth</a> <a href="https://techhub.social/tags/careeradvice" class="mention hashtag" rel="nofollow noopener" target="_blank">#careeradvice</a> <a href="https://techhub.social/tags/scientists" class="mention hashtag" rel="nofollow noopener" target="_blank">#scientists</a> <a href="https://techhub.social/tags/research" class="mention hashtag" rel="nofollow noopener" target="_blank">#research</a> <a href="https://techhub.social/tags/researcher" class="mention hashtag" rel="nofollow noopener" target="_blank">#researcher</a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://techhub.social/tags/ki" class="mention hashtag" rel="nofollow noopener" target="_blank">#ki</a> <a href="https://techhub.social/tags/computerscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#computerscience</a> <a href="https://techhub.social/tags/KI" class="mention hashtag" rel="nofollow noopener" target="_blank">#KI</a> <a href="https://techhub.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascience</a> <a href="https://techhub.social/tags/datascientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascientist</a> <a href="https://techhub.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#python</a> <a href="https://techhub.social/tags/harvard" class="mention hashtag" rel="nofollow noopener" target="_blank">#harvard</a> <a href="https://techhub.social/tags/student" class="mention hashtag" rel="nofollow noopener" target="_blank">#student</a>:blobcoffee: <a href="https://medium.com/ai-advances/ai-cancer-cells-a-masters-student-s-journey-5-lessons-from-a-harvard-postdoc-ed9fc50b69d9" rel="nofollow noopener" translate="no" target="_blank">https://medium.com/ai-advances/ai-cancer-cells-a-masters-student-s-journey-5-lessons-from-a-harvard-postdoc-ed9fc50b69d9</a>

𝓖ö𝓷𝓰𝓾 𝓓ó𝓽𝓽𝓲𝓻26 Tools for Defending DemocracyIn a handbook, scholars from the US and Europe offer advice on how people in academia can combat emerging authoritarianism – graded by risk level. This is a worthwhile read, and not just for researchers.Via <a href="https://chaos.social/@netzpolitik_feed" class="u-url mention" rel="nofollow noopener" target="_blank">@netzpolitik_feed</a> <a href="https://netzpolitik.org/2025/anti-autokratie-handbuch-26-werkzeuge-zur-verteidigung-der-demokratie/" rel="nofollow noopener" translate="no" target="_blank">https://netzpolitik.org/2025/anti-autokratie-handbuch-26-werkzeuge-zur-verteidigung-der-demokratie/</a><a href="https://mastodon.world/tags/research" class="mention hashtag" rel="nofollow noopener" target="_blank">#research</a> <a href="https://mastodon.world/tags/Democracy" class="mention hashtag" rel="nofollow noopener" target="_blank">#Democracy</a> <a href="https://mastodon.world/tags/academia" class="mention hashtag" rel="nofollow noopener" target="_blank">#academia</a> <a href="https://mastodon.world/tags/scientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#scientist</a> <a href="https://mastodon.world/tags/DataScientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScientist</a>

Sarah LeaWhat does a baby learning to walk have in common with AlphaGo’s Move 37?Both learn by doing — not by being told.That’s the essence of Reinforcement Learning.In my latest article, I explain Q-learning with a bit Python and the world’s simplest game: Tic Tac Toe.-> No neural nets. -> Just some simple states, actions, rewards.The result? A learning agent in under 100 lines of code.Perfect if you are curious about how RL really works, before diving into more complex projects.Concepts covered: :blobcoffee: ε-greedy policy :blobcoffee: Reward shaping :blobcoffee: Value estimation :blobcoffee: Exploration vs. exploitationRead the full article on Towards Data Science → <a href="https://towardsdatascience.com/reinforcement-learning-made-simple-build-a-q-learning-agent-in-python/" rel="nofollow noopener" translate="no" target="_blank">https://towardsdatascience.com/reinforcement-learning-made-simple-build-a-q-learning-agent-in-python/</a><a href="https://techhub.social/tags/Python" class="mention hashtag" rel="nofollow noopener" target="_blank">#Python</a> <a href="https://techhub.social/tags/ReinforcementLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#ReinforcementLearning</a> <a href="https://techhub.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#ML</a> <a href="https://techhub.social/tags/KI" class="mention hashtag" rel="nofollow noopener" target="_blank">#KI</a> <a href="https://techhub.social/tags/Technology" class="mention hashtag" rel="nofollow noopener" target="_blank">#Technology</a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://techhub.social/tags/AlphaGo" class="mention hashtag" rel="nofollow noopener" target="_blank">#AlphaGo</a> <a href="https://techhub.social/tags/Google" class="mention hashtag" rel="nofollow noopener" target="_blank">#Google</a> <a href="https://techhub.social/tags/GoogleAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#GoogleAI</a> <a href="https://techhub.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> <a href="https://techhub.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#MachineLearning</a> <a href="https://techhub.social/tags/Coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#Coding</a> <a href="https://techhub.social/tags/Datascientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#Datascientist</a> <a href="https://techhub.social/tags/programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#programming</a> <a href="https://techhub.social/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#data</a>

Sarah LeaWhat does your Spotify account say about your music taste? I was curious – so I built a little app to find out. Using Python, Streamlit and Plotly, I visualised my top tracks, favourite genres and the release years of the songs I listen to most.What you need: :blobcoffee: Access to the Spotify Web API :blobcoffee: A bit of Pandas for analysis :blobcoffee: A few lines of code with Plotly :blobcoffee: Streamlit to build and run the app→ The result? A personal, interactive music year in review 🎶I put together a step-by-step guide (beginner-friendly) including code, screenshots, and how to deploy the app on Streamlit Cloud.👉 Check out the full article here: bit.ly/3SF3VTw<a href="https://techhub.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#python</a> <a href="https://techhub.social/tags/programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#programming</a> <a href="https://techhub.social/tags/technology" class="mention hashtag" rel="nofollow noopener" target="_blank">#technology</a> <a href="https://techhub.social/tags/streamlit" class="mention hashtag" rel="nofollow noopener" target="_blank">#streamlit</a> <a href="https://techhub.social/tags/spotify" class="mention hashtag" rel="nofollow noopener" target="_blank">#spotify</a> <a href="https://techhub.social/tags/Datavisualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#Datavisualization</a> <a href="https://techhub.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascience</a> <a href="https://techhub.social/tags/datascientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascientist</a> <a href="https://techhub.social/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#opensource</a> <a href="https://techhub.social/tags/api" class="mention hashtag" rel="nofollow noopener" target="_blank">#api</a> Friends-Link: <a href="https://medium.com/data-science-collective/visualize-your-spotify-data-with-python-and-streamlit-4d4c46bbd39e?sk=12cb785242472daf6d77d024a90ad57c" rel="nofollow noopener" translate="no" target="_blank">https://medium.com/data-science-collective/visualize-your-spotify-data-with-python-and-streamlit-4d4c46bbd39e?sk=12cb785242472daf6d77d024a90ad57c</a>

PhDogHuh... neat!RE: <a href="https://bsky.app/profile/jathansadowski.com/post/3ln23np3vxk2r" rel="nofollow noopener" translate="no" target="_blank">https://bsky.app/profile/jathansadowski.com/post/3ln23np3vxk2r</a><a href="https://kpop.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://kpop.social/tags/DataScientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScientist</a> <a href="https://kpop.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a>

Adrianna Tanthe state of california is hiring a senior data scientist<a href="https://innovation.ca.gov/join-us/senior-data-scientist/" rel="nofollow noopener" translate="no" target="_blank">https://innovation.ca.gov/join-us/senior-data-scientist/</a><a href="https://hachyderm.io/tags/Data" class="mention hashtag" rel="nofollow noopener" target="_blank">#Data</a> <a href="https://hachyderm.io/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> <a href="https://hachyderm.io/tags/DataScientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScientist</a> <a href="https://hachyderm.io/tags/Jobs" class="mention hashtag" rel="nofollow noopener" target="_blank">#Jobs</a> <a href="https://hachyderm.io/tags/GetFediHired" class="mention hashtag" rel="nofollow noopener" target="_blank">#GetFediHired</a> <a href="https://hachyderm.io/tags/California" class="mention hashtag" rel="nofollow noopener" target="_blank">#California</a> <a href="https://hachyderm.io/tags/PublicInterestTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#PublicInterestTech</a> <a href="https://hachyderm.io/tags/CivicTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#CivicTech</a> <a href="https://hachyderm.io/tags/Government" class="mention hashtag" rel="nofollow noopener" target="_blank">#Government</a>

de.NBI & ELIXIR Germany<a href="https://wisskomm.social/@tu_muenchen" class="u-url mention" rel="nofollow noopener" target="_blank">@tu_muenchen</a> is looking for a Staff <a href="https://mstdn.science/tags/DataScientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScientist</a> / <a href="https://mstdn.science/tags/DataSteward" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataSteward</a> or <a href="https://mstdn.science/tags/SoftwareDeveloper" class="mention hashtag" rel="nofollow noopener" target="_blank">#SoftwareDeveloper</a> (f/m/d) to facilitate the development of ProteomicsDB <a href="https://mstdn.science/tags/jobs" class="mention hashtag" rel="nofollow noopener" target="_blank">#jobs</a>. For more information see: <a href="https://www.denbi.de/de-nbi-jobs-portal/1878-staff-data-scientist-steward-or-software-developer-f-m-d-to-facilitate-the-development-of-proteomicsdb" rel="nofollow noopener" translate="no" target="_blank">https://www.denbi.de/de-nbi-jobs-portal/1878-staff-data-scientist-steward-or-software-developer-f-m-d-to-facilitate-the-development-of-proteomicsdb</a>

bibliojobsData Scientist für re3data (m/w/d), bis EG 13 TV-L, unbefristet | <a href="https://www.pse.kit.edu/karriere/joboffer.php?id=164945" rel="nofollow noopener" translate="no" target="_blank">https://www.pse.kit.edu/karriere/joboffer.php?id=164945</a> | <a href="https://bibliojobs.eu/stellenangebote/113096/" rel="nofollow noopener" translate="no" target="_blank">https://bibliojobs.eu/stellenangebote/113096/</a> <a href="https://openbiblio.social/tags/bibliojobs" class="mention hashtag" rel="nofollow noopener" target="_blank">#bibliojobs</a> <a href="https://openbiblio.social/tags/DataScientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScientist</a> <a href="https://openbiblio.social/tags/Forsxungsdienste" class="mention hashtag" rel="nofollow noopener" target="_blank">#Forsxungsdienste</a> <a href="https://openbiblio.social/tags/re3data" class="mention hashtag" rel="nofollow noopener" target="_blank">#re3data</a>

Sarah LeaWow, three of my Medium articles have been boosted in a row - thank you all for reading and sharing! 🙌If you don't know the articles yet, here are the friend links: :blobcoffee: How to Try Out an Open-Source AI Model Without Costly HardwareA practical guide on how you can easily test an open-source language model like IBM Granite with Hugging Face Spaces and Gradio.👉 <a href="https://medium.com/data-science-collective/how-to-try-out-an-open-source-ai-model-without-costly-hardware-and-what-to-know-about-ibm-84c00f778ac6?sk=85c4845a4cf787592948d256653670e5" rel="nofollow noopener" translate="no" target="_blank">https://medium.com/data-science-collective/how-to-try-out-an-open-source-ai-model-without-costly-hardware-and-what-to-know-about-ibm-84c00f778ac6?sk=85c4845a4cf787592948d256653670e5</a>:blobcoffee: 5 Important Lessons I Learned as a Tech Consultant over the Last 5 YearsUnderestimated skills in IT consulting - and what I've learned from them.👉 <a href="https://code.likeagirl.io/5-important-lessons-i-learned-as-a-tech-consultant-over-the-last-5-years-238c1e1d9ffe?sk=9918c70ded0c22ea72a98f7b155ecfea" rel="nofollow noopener" translate="no" target="_blank">https://code.likeagirl.io/5-important-lessons-i-learned-as-a-tech-consultant-over-the-last-5-years-238c1e1d9ffe?sk=9918c70ded0c22ea72a98f7b155ecfea</a>:blobcoffee: How to Skip the AI Hype and Find Reliable Expert InformationHow to find high-quality content about AI and avoid information overload.👉 <a href="https://medium.com/data-science-collective/how-to-skip-the-ai-buzzwords-and-find-reliable-expert-information-f32abe1061a1?sk=bf4da7655855056413577bd8a03321f5" rel="nofollow noopener" translate="no" target="_blank">https://medium.com/data-science-collective/how-to-skip-the-ai-buzzwords-and-find-reliable-expert-information-f32abe1061a1?sk=bf4da7655855056413577bd8a03321f5</a>Enjoy reading :blobcoffee: <a href="https://techhub.social/tags/llm" class="mention hashtag" rel="nofollow noopener" target="_blank">#llm</a> <a href="https://techhub.social/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#opensource</a> <a href="https://techhub.social/tags/Huggingface" class="mention hashtag" rel="nofollow noopener" target="_blank">#Huggingface</a> <a href="https://techhub.social/tags/ibm" class="mention hashtag" rel="nofollow noopener" target="_blank">#ibm</a> <a href="https://techhub.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#python</a> <a href="https://techhub.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#ai</a> <a href="https://techhub.social/tags/consultant" class="mention hashtag" rel="nofollow noopener" target="_blank">#consultant</a> <a href="https://techhub.social/tags/technology" class="mention hashtag" rel="nofollow noopener" target="_blank">#technology</a> <a href="https://techhub.social/tags/IT" class="mention hashtag" rel="nofollow noopener" target="_blank">#IT</a> <a href="https://techhub.social/tags/support" class="mention hashtag" rel="nofollow noopener" target="_blank">#support</a> <a href="https://techhub.social/tags/career" class="mention hashtag" rel="nofollow noopener" target="_blank">#career</a> <a href="https://techhub.social/tags/careeradvice" class="mention hashtag" rel="nofollow noopener" target="_blank">#careeradvice</a> <a href="https://techhub.social/tags/customerexperience" class="mention hashtag" rel="nofollow noopener" target="_blank">#customerexperience</a> <a href="https://techhub.social/tags/productivity" class="mention hashtag" rel="nofollow noopener" target="_blank">#productivity</a> <a href="https://techhub.social/tags/learning" class="mention hashtag" rel="nofollow noopener" target="_blank">#learning</a> <a href="https://techhub.social/tags/machinelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#machinelearning</a> <a href="https://techhub.social/tags/deeplearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#deeplearning</a> <a href="https://techhub.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascience</a> <a href="https://techhub.social/tags/datascientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascientist</a>

Muemmel<a href="https://chaos.social/tags/GetFediHired" class="mention hashtag" rel="nofollow noopener" target="_blank">#GetFediHired</a> Hallo an Alle, bin auf der Suche nach einem neuen <a href="https://chaos.social/tags/fedijobs" class="mention hashtag" rel="nofollow noopener" target="_blank">#fedijobs</a> Lokal in Berlin/Brandenburg oder Remote als <a href="https://chaos.social/tags/datascientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascientist</a> mit 4.7 Jahren Berufserfahrung in Daten Analysen im Bereich <a href="https://chaos.social/tags/gis" class="mention hashtag" rel="nofollow noopener" target="_blank">#gis</a> <a href="https://chaos.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#python</a> Diese Jahr schließe ich meine <a href="https://chaos.social/tags/masterarbeit" class="mention hashtag" rel="nofollow noopener" target="_blank">#masterarbeit</a> im berufsbegleitenden Studiengang Data Science ab. Davor Werkstudententätigkeitrn während (B. Sc. Technische Informatik) und Wissenschaftlerlicher Mitarbeiter im Bereich <a href="https://chaos.social/tags/Elektrochemie" class="mention hashtag" rel="nofollow noopener" target="_blank">#Elektrochemie</a> (als Diplom Chemiker).

bibliojobsData Scientist (m/w/d) im Bereich Forschungsdienste, EG 13 TV-L, unbefristet | <a href="https://www.bibliothek.kit.edu/5151.php" rel="nofollow noopener" translate="no" target="_blank">https://www.bibliothek.kit.edu/5151.php</a> | <a href="https://bibliojobs.eu/stellenangebote/112902/" rel="nofollow noopener" translate="no" target="_blank">https://bibliojobs.eu/stellenangebote/112902/</a> <a href="https://openbiblio.social/tags/bibliojobs" class="mention hashtag" rel="nofollow noopener" target="_blank">#bibliojobs</a> <a href="https://openbiblio.social/tags/DataScientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScientist</a> <a href="https://openbiblio.social/tags/Forschungsdaten" class="mention hashtag" rel="nofollow noopener" target="_blank">#Forschungsdaten</a> <a href="https://openbiblio.social/tags/Forschungsdatenmanagement" class="mention hashtag" rel="nofollow noopener" target="_blank">#Forschungsdatenmanagement</a> <a href="https://openbiblio.social/tags/Forschungsdienste" class="mention hashtag" rel="nofollow noopener" target="_blank">#Forschungsdienste</a> <a href="https://openbiblio.social/tags/re3data" class="mention hashtag" rel="nofollow noopener" target="_blank">#re3data</a> <a href="https://openbiblio.social/tags/Repositorien" class="mention hashtag" rel="nofollow noopener" target="_blank">#Repositorien</a>

Víctor Vicente-PalaciosGreat episode of <a href="https://dair-community.social/tags/TechWontSaveUs" class="mention hashtag" rel="nofollow noopener" target="_blank">#TechWontSaveUs</a> with <a href="https://dair-community.social/@timnitGebru" class="u-url mention" rel="nofollow noopener" target="_blank">@timnitGebru</a> It's a real pleasure to listen to such a rich conversation on such diverse topics.I especially liked how the topic of how the <a href="https://dair-community.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> industry labels people and methods was addressed.It's the same for me, I've ended up assuming I'm a <a href="https://dair-community.social/tags/DataScientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScientist</a> when I'm actually a <a href="https://dair-community.social/tags/mechanical" class="mention hashtag" rel="nofollow noopener" target="_blank">#mechanical</a> <a href="https://dair-community.social/tags/engineer" class="mention hashtag" rel="nofollow noopener" target="_blank">#engineer</a> with a <a href="https://dair-community.social/tags/PhD" class="mention hashtag" rel="nofollow noopener" target="_blank">#PhD</a> in <a href="https://dair-community.social/tags/statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#statistics</a>. But the industry has decided that what I am is something I haven't studied about.<a href="https://www.techwontsave.us/episode/267_ai_hype_enters_its_geopolitics_era_w_timnit_gebru" rel="nofollow noopener" translate="no" target="_blank">https://www.techwontsave.us/episode/267_ai_hype_enters_its_geopolitics_era_w_timnit_gebru</a>

EMBLEventsAre you signed up for our 'Data analysis and bioinformatics' updates? 🧬💻📊Here's our latest newsletter listing upcoming meetings and training opportunities in the field – make sure to mark your calendar and register to join us this year, in Heidelberg or virtually 📅✍🏽📰🔍 <a href="https://mailchi.mp/embl/data-analysis-2025" rel="nofollow noopener" translate="no" target="_blank">https://mailchi.mp/embl/data-analysis-2025</a><a href="https://mastodon.online/tags/EMBLEvents" class="mention hashtag" rel="nofollow noopener" target="_blank">#EMBLEvents</a> <a href="https://mastodon.online/tags/EMBL" class="mention hashtag" rel="nofollow noopener" target="_blank">#EMBL</a> <a href="https://mastodon.online/tags/EMBO" class="mention hashtag" rel="nofollow noopener" target="_blank">#EMBO</a> <a href="https://mastodon.online/tags/lifesciences" class="mention hashtag" rel="nofollow noopener" target="_blank">#lifesciences</a> <a href="https://mastodon.online/tags/sciencetraining" class="mention hashtag" rel="nofollow noopener" target="_blank">#sciencetraining</a> <a href="https://mastodon.online/tags/molecularbiology" class="mention hashtag" rel="nofollow noopener" target="_blank">#molecularbiology</a> <a href="https://mastodon.online/tags/research" class="mention hashtag" rel="nofollow noopener" target="_blank">#research</a> <a href="https://mastodon.online/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascience</a> <a href="https://mastodon.online/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#data</a> <a href="https://mastodon.online/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataviz</a> <a href="https://mastodon.online/tags/datascientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascientist</a> <a href="https://mastodon.online/tags/bioinformatics" class="mention hashtag" rel="nofollow noopener" target="_blank">#bioinformatics</a> <a href="https://mastodon.online/tags/dataanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataanalysis</a> <a href="https://mastodon.online/tags/biodata" class="mention hashtag" rel="nofollow noopener" target="_blank">#biodata</a> <a href="https://mastodon.online/tags/biotech" class="mention hashtag" rel="nofollow noopener" target="_blank">#biotech</a>

☮ ♥ ♬ 🧑‍💻“Fake it till you make it” VS “Greed is good”“According to the government, the pair (<a href="https://ioc.exchange/tags/CharlieJavice" class="mention hashtag" rel="nofollow noopener" target="_blank">#CharlieJavice</a> & <a href="https://ioc.exchange/tags/OlivierAmar" class="mention hashtag" rel="nofollow noopener" target="_blank">#OlivierAmar</a>) hired a <a href="https://ioc.exchange/tags/DataScientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScientist</a> to create fake accounts showing 4.25 million <a href="https://ioc.exchange/tags/customers" class="mention hashtag" rel="nofollow noopener" target="_blank">#customers</a>, even though they knew it had fewer than 300,000. The implication for <a href="https://ioc.exchange/tags/investors" class="mention hashtag" rel="nofollow noopener" target="_blank">#investors</a>, whether the trial results in a <a href="https://ioc.exchange/tags/conviction" class="mention hashtag" rel="nofollow noopener" target="_blank">#conviction</a> or acquittal, is how the massive <a href="https://ioc.exchange/tags/WallStreet" class="mention hashtag" rel="nofollow noopener" target="_blank">#WallStreet</a> firm could have missed the warning signs, and whether its <a href="https://ioc.exchange/tags/DueDiligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#DueDiligence</a> on other <a href="https://ioc.exchange/tags/acquisitions" class="mention hashtag" rel="nofollow noopener" target="_blank">#acquisitions</a> was up to the task.”A <a href="https://ioc.exchange/tags/startup" class="mention hashtag" rel="nofollow noopener" target="_blank">#startup</a> valuation secret, eager buyers in a competitive new market.<a href="https://ioc.exchange/tags/Frank" class="mention hashtag" rel="nofollow noopener" target="_blank">#Frank</a> / <a href="https://ioc.exchange/tags/JPMorgan" class="mention hashtag" rel="nofollow noopener" target="_blank">#JPMorgan</a> / <a href="https://ioc.exchange/tags/suits" class="mention hashtag" rel="nofollow noopener" target="_blank">#suits</a> / <a href="https://ioc.exchange/tags/DumbMoney" class="mention hashtag" rel="nofollow noopener" target="_blank">#DumbMoney</a> / <a href="https://ioc.exchange/tags/Fake" class="mention hashtag" rel="nofollow noopener" target="_blank">#Fake</a> / <a href="https://ioc.exchange/tags/greed" class="mention hashtag" rel="nofollow noopener" target="_blank">#greed</a> <<a href="https://smh.com.au/business/companies/the-31-year-old-accused-of-deceiving-a-wall-street-giant-in-us175m-deal-20250219-p5ld90.html" rel="nofollow noopener" translate="no" target="_blank">https://smh.com.au/business/companies/the-31-year-old-accused-of-deceiving-a-wall-street-giant-in-us175m-deal-20250219-p5ld90.html</a>> <a href="https://ioc.exchange/tags/paywall" class="mention hashtag" rel="nofollow noopener" target="_blank">#paywall</a>.

Jennifer Lynn BartlettJennifer Blum, <a href="https://astrodon.social/tags/PhD" class="mention hashtag" rel="nofollow noopener" target="_blank">#PhD</a> <a href="https://astrodon.social/tags/Astrophysicist" class="mention hashtag" rel="nofollow noopener" target="_blank">#Astrophysicist</a> <a href="https://astrodon.social/tags/DataScientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScientist</a> AI Strategist <a href="https://astrodon.social/tags/Mentor" class="mention hashtag" rel="nofollow noopener" target="_blank">#Mentor</a>Thank you for all your support.<a href="https://astrodon.social/tags/WomenInScienceDay" class="mention hashtag" rel="nofollow noopener" target="_blank">#WomenInScienceDay</a> <a href="https://astrodon.social/tags/WomenInSTEM" class="mention hashtag" rel="nofollow noopener" target="_blank">#WomenInSTEM</a> photo courtesy J Blum

Sean PatrickNew instance, new <a href="https://wandering.shop/tags/introduction" class="mention hashtag" rel="nofollow noopener" target="_blank">#introduction</a>! I'm a <a href="https://wandering.shop/tags/DataScientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScientist</a> with a background in <a href="https://wandering.shop/tags/ReinforcementLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#ReinforcementLearning</a> and <a href="https://wandering.shop/tags/ElectricalEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#ElectricalEngineering</a>. Well, that's what my resume says, but really I'm a <a href="https://wandering.shop/tags/poet" class="mention hashtag" rel="nofollow noopener" target="_blank">#poet</a> and a SF/F <a href="https://wandering.shop/tags/writer" class="mention hashtag" rel="nofollow noopener" target="_blank">#writer</a>. I love to play <a href="https://wandering.shop/tags/DnD" class="mention hashtag" rel="nofollow noopener" target="_blank">#DnD</a> and other <a href="https://wandering.shop/tags/TTRPGs" class="mention hashtag" rel="nofollow noopener" target="_blank">#TTRPGs</a>.I use they/them pronouns, and "Dr." not "Mr.", please and thank you.I maintain a blog at www.seanpatrick.phd which includes a current list of publications, including my debut sonnet collection, "Love, Death, and Other Surprises."

Sarah Lea✨ My article about data engineering was selected as a must-read for January by Towards Data Science! 📚What is it about? You can go through 5 simple projects and put 5 key data engineering concepts into practice - a roadmap to get you started in 2025: :blobcoffee: Month 1 - Programming & SQL :blobcoffee: Month 2 - Databases & ETL Pipelines :blobcoffee: Month 3 - Workflow orchestration & cloud storage :blobcoffee: Month 4 - Big Data & VisualizationTutorials help you to understand the basics. You will definitely learn something. However, the real learning effect comes when you directly implement small projects. And thus combine theory with practice.<a href="https://techhub.social/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#data</a> <a href="https://techhub.social/tags/dataengineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataengineering</a> <a href="https://techhub.social/tags/datascientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascientist</a> <a href="https://techhub.social/tags/sql" class="mention hashtag" rel="nofollow noopener" target="_blank">#sql</a> <a href="https://techhub.social/tags/PostgreSQL" class="mention hashtag" rel="nofollow noopener" target="_blank">#PostgreSQL</a> <a href="https://techhub.social/tags/mysql" class="mention hashtag" rel="nofollow noopener" target="_blank">#mysql</a> <a href="https://techhub.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#python</a> <a href="https://techhub.social/tags/database" class="mention hashtag" rel="nofollow noopener" target="_blank">#database</a> <a href="https://techhub.social/tags/etl" class="mention hashtag" rel="nofollow noopener" target="_blank">#etl</a> <a href="https://techhub.social/tags/cloudstorage" class="mention hashtag" rel="nofollow noopener" target="_blank">#cloudstorage</a> <a href="https://techhub.social/tags/bigdata" class="mention hashtag" rel="nofollow noopener" target="_blank">#bigdata</a> <a href="https://techhub.social/tags/datavisualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#datavisualization</a>

Sarah LeaSix months ago, I discovered how much I love writing on Medium. Today I reached my 800th follower on Medium.:blobcoffee: Some reader favorites :blobcoffee: 🔗 Why ETL-Zero? Understanding the Shift in Data Integration🔗 Master Bots Before Starting with AI Agents: Simple Steps to Create a Mastodon Bot with Python🔗 5 Simple Projects to Start Today: A Learning Roadmap for Data Engineering🔗 What is MicroPython? Do I Need to Know it as a Data Scientist?If you are interested in these topics, consider subscribing -> on Substack: <a href="https://sarahleaschrch.substack.com" rel="nofollow noopener" translate="no" target="_blank">https://sarahleaschrch.substack.com</a> -> on Medium: <a href="https://medium.com/@schuerch_sarah" rel="nofollow noopener" translate="no" target="_blank">https://medium.com/@schuerch_sarah</a><a href="https://techhub.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascience</a> <a href="https://techhub.social/tags/datascientist" class="mention hashtag" rel="nofollow noopener" target="_blank">#datascientist</a> <a href="https://techhub.social/tags/dataanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataanalysis</a> <a href="https://techhub.social/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#data</a> <a href="https://techhub.social/tags/dataengineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataengineering</a> <a href="https://techhub.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#python</a> <a href="https://techhub.social/tags/programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#programming</a> <a href="https://techhub.social/tags/technology" class="mention hashtag" rel="nofollow noopener" target="_blank">#technology</a> <a href="https://techhub.social/tags/machinelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#machinelearning</a> <a href="https://techhub.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#ai</a> <a href="https://techhub.social/tags/generativeAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#generativeAI</a> <a href="https://techhub.social/tags/artificialintelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#artificialintelligence</a> <a href="https://techhub.social/tags/software" class="mention hashtag" rel="nofollow noopener" target="_blank">#software</a>

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