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Learning Bayesian Statistics

Learning Bayesian Statistics

Von: Alexandre Andorra
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Über diesen Titel

Are you a researcher or data scientist / analyst / ninja? Do you want to learn Bayesian inference, stay up to date or simply want to understand what Bayesian inference is?

Then this podcast is for you! You'll hear from researchers and practitioners of all fields about how they use Bayesian statistics, and how in turn YOU can apply these methods in your modeling workflow.

When I started learning Bayesian methods, I really wished there were a podcast out there that could introduce me to the methods, the projects and the people who make all that possible.

So I created "Learning Bayesian Statistics", where you'll get to hear how Bayesian statistics are used to detect black matter in outer space, forecast elections or understand how diseases spread and can ultimately be stopped. But this show is not only about successes -- it's also about failures, because that's how we learn best.

So you'll often hear the guests talking about what *didn't* work in their projects, why, and how they overcame these challenges. Because, in the end, we're all lifelong learners!

My name is Alex Andorra by the way. By day, I'm a Senior data scientist. By night, I don't (yet) fight crime, but I'm an open-source enthusiast and core contributor to the python packages PyMC and ArviZ. I also love Nutella, but I don't like talking about it – I prefer eating it.

So, whether you want to learn Bayesian statistics or hear about the latest libraries, books and applications, this podcast is for you -- just subscribe! You can also support the show and unlock exclusive Bayesian swag on Patreon!

2025 Alexandre Andorra Wissenschaft
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  • BITESIZE | Building Resilience in Modern Tech Careers

    BITESIZE | Building Resilience in Modern Tech Careers
    Jan 21 2026

    Today’s clip is from episode 149 of the podcast, with Alana Karen.

    This conversation explores the evolving landscape of technology, particularly in Silicon Valley, focusing on the cultural shifts due to mass layoffs, the debate over remote work, and the impact of AI on job roles and priorities. The discussion highlights the importance of adapting to these changes and preparing for the future by developing complex skills that AI cannot easily replicate.

    Get the full discussion here!

    • Join this channel to get access to perks:
    https://www.patreon.com/c/learnbayesstats

    • Intro to Bayes Course (first 2 lessons free): https://topmate.io/alex_andorra/503302
    • Advanced Regression Course (first 2 lessons free): https://topmate.io/alex_andorra/1011122

    Our theme music is « Good Bayesian », by Baba Brinkman (feat MC Lars and Mega Ran). Check out his awesome work at https://bababrinkman.com/ !
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    25 Min.
  • #149 The Future of Work in Tech, with Alana Karen

    #149 The Future of Work in Tech, with Alana Karen
    Jan 14 2026

    • Support & get perks!

    • Proudly sponsored by PyMC Labs! Get in touch at alex.andorra@pymc-labs.com

    • Intro to Bayes and Advanced Regression courses (first 2 lessons free)

    Our theme music is « Good Bayesian », by Baba Brinkman (feat MC Lars and Mega Ran). Check out his awesome work !

    Chapters:

    11:37 The Hard Tech Era
    21:08 The Shift in Tech Work Culture
    28:49 AI's Impact on Job Security and Work Dynamics
    34:33 Adapting to AI: Skills for the Future
    45:56 Understanding AI Models and Their Limitations
    47:25 The Importance of Diversity in AI Development
    54:34 Positioning Technical Talent for Job Security
    57:58 Building Resilience in Uncertain Times
    01:06:33 Recognizing Diverse Ambitions in Career Progression
    01:12:51 The Role of Managers in Employee Retention
    01:26:55 Solving Complex Problems with AI and Innovation

    Thank you to my Patrons for making this episode possible!

    Links from the show:

    • Alana's latest book (Use code BAYESIAN for 10% off + a free interview preparation download PDF)
    • Alana’s Substack
    • Alana on Linkedin
    • Alana on Instagram
    • The Obstacle Is the Way – The Timeless Art of Turning Trials into Triumph
    • Courage Is Calling – Fortune Favours the Brave
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    1 Std. und 33 Min.
  • BITESIZE | The Trial Design That Learns in Real Time

    BITESIZE | The Trial Design That Learns in Real Time
    Jan 7 2026

    Today’s clip is from episode 148 of the podcast, with Scott Berry.

    In this conversation, Alex and Scott discuss emphasizing the shift from frequentist to Bayesian approaches in clinical trials.

    They highlight the limitations of traditional trial designs and the advantages of adaptive and platform trials, particularly in the context of COVID-19 treatment.

    The discussion provides insights into the complexities of trial design and the innovative methodologies that are shaping the future of medical research.

    Get the full discussion here!

    • Join this channel to get access to perks: https://www.patreon.com/c/learnbayesstats

    • Intro to Bayes Course (first 2 lessons free): https://topmate.io/alex_andorra/503302

    • Advanced Regression Course (first 2 lessons free): https://topmate.io/alex_andorra/1011122

    Our theme music is « Good Bayesian », by Baba Brinkman (feat MC Lars and Mega Ran). Check out his awesome work at https://bababrinkman.com/ !
    Mehr anzeigen Weniger anzeigen
    22 Min.
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