165 episodes

DataTalks.Club - the place to talk about data!

DataTalks.Club DataTalks.Club

    • Technology
    • 5.0 • 7 Ratings

DataTalks.Club - the place to talk about data!

    Building a Domestic Risk Assessment Tool - Sabina Firtala

    Building a Domestic Risk Assessment Tool - Sabina Firtala

    Links:



    LinkedIn:https://www.linkedin.com/company/frontline100/
    Ba Linh Le's LinkedIn: https://www.linkedin.com/in/ba-linh-le-/
    Sabrina's LinkedIn: https://www.linkedin.com/in/sabina-firtala/
    Twitter: https://x.com/frontline_100?mx=2
    Website: https://www.frontline100.com/


    Free LLM course: https://github.com/DataTalksClub/llm-zoomcamp

    Join DataTalks.Club: https://datatalks.club/slack.html
    Our events: https://datatalks.club/events.html

    • 49 min
    Berlin Buzzwords 2024

    Berlin Buzzwords 2024

    We stream the podcasts on YouTube, where each session is also recorded and published on our channel, complete with timestamps, a transcript, and important links.

    You can access all the podcast episodes here - https://datatalks.club/podcast.html

    📚Check our free online courses
    ML Engineering course - http://mlzoomcamp.com
    Data Engineering course - https://github.com/DataTalksClub/data-engineering-zoomcamp
    MLOps course - https://github.com/DataTalksClub/mlops-zoomcamp
    Analytics in Stock Markets - https://github.com/DataTalksClub/stock-markets-analytics-zoomcamp
    LLM course - https://github.com/DataTalksClub/llm-zoomcamp
    Read about all our courses in one place - https://datatalks.club/blog/guide-to-free-online-courses-at-datatalks-club.html

    👋🏼 GET IN TOUCH
    If you want to support our community, use this link - https://github.com/sponsors/alexeygrigorev

    If you’re a company, support us at alexey@datatalks.club

    • 37 min
    Community Building and Teaching in AI & Tech - Erum Afzal

    Community Building and Teaching in AI & Tech - Erum Afzal

    We talked about:


    Erum's Background
    Omdena Academy and Erum’s Role There
    Omdena’s Community and Projects
    Course Development and Structure at Omdena Academy
    Student and Instructor Engagement
    Engagement and Motivation
    The Role of Teaching in Community Building
    The Importance of Communities for Career Building
    Advice for Aspiring Instructors and Freelancers
    DS and ML Talent Market Saturation
    Resources for Learning AI and Community Building
    Erum’s Resource Recommendations



    Links:


    LinkedIn: https://www.linkedin.com/in/erum-afzal-64827b24/


    Twitter:  https://twitter.com/Erum55449739





    Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp

    Join DataTalks.Club: https://datatalks.club/slack.html
    Our events: https://datatalks.club/events.html

    • 50 min
    Working in Open Source - Probabl.ai and sklearn - Vincent Warmerdam

    Working in Open Source - Probabl.ai and sklearn - Vincent Warmerdam

    We talked about:


    Vincent’s Background
    SciKit Learn’s History and Company Formation
    Maintaining and Transitioning Open Source Projects
    Teaching and Learning Through Open Source
    Role of Developer Relations and Content Creation
    Teaching Through Calm Code and The Importance of Content Creation
    Current Projects and Future Plans for Calm Code
    Data Processing Tricks and The Importance of Innovation
    Learning the Fundamentals and Changing the Way You See a Problem
    Dev Rel and Core Dev in One
    Why :probabl. Needs a Dev Rel
    Exploration of Skrub and Advanced Data Processing
    Personal Insights on SciKit Learn and Industry Trends
    Vincent’s Upcoming Projects



    Links:


    probabl. YouTube channel: https://www.youtube.com/@UCIat2Cdg661wF5DQDWTQAmg
    Calmcode website: https://calmcode.io/
    probabl. website: https://probabl.ai/



    Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp

    Join DataTalks.Club: https://datatalks.club/slack.html
    Our events: https://datatalks.club/events.html

    • 52 min
    AI for Ecology, Biodiversity, and Conservation - Tanya Berger-Wolf

    AI for Ecology, Biodiversity, and Conservation - Tanya Berger-Wolf

    Links:


    Biodiversity and Artificial Intelligence pdf: https://www.gpai.ai/projects/responsible-ai/environment/biodiversity-and-AI-opportunities-recommendations-for-action.pdf



    Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp

    Join DataTalks.Club: https://datatalks.club/slack.html
    Our events: https://datatalks.club/events.html

    • 51 min
    Knowledge Graphs and LLMs Across Academia and Industry - Anahita Pakiman

    Knowledge Graphs and LLMs Across Academia and Industry - Anahita Pakiman

    We talked about:


    Anahita's Background
    Mechanical Engineering and Applied Mechanics
    Finite Element Analysis vs. Machine Learning
    Optimization and Semantic Reporting
    Application of Knowledge Graphs in Research
    Graphs vs Tabular Data
    Computational graphs
    Graph Data Science and Graph Machine Learning
    Combining Knowledge Graphs and Large Language Models (LLMs)
    Practical Applications and Projects
    Challenges and Learnings
    Anahita’s Recommendations



    Links:


    GitHub repo: https://github.com/antahiap/ADPT-LRN-PHYS/tree/main


    Free Data Engineering course: https://github.com/DataTalksClub/data-engineering-zoomcamp

    Join DataTalks.Club: https://datatalks.club/slack.html
    Our events: https://datatalks.club/events.html

    • 53 min

Customer Reviews

5.0 out of 5
7 Ratings

7 Ratings

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