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PODCAST

Learning Bayesian Statistics

Alexandre Andorra

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,

technology

All Episodes

01:32:13

#123 BART & The Future of Bayesian Tools, with...

Learning Bayesian Statistics ·

2025/01/10

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!My Intuitive Bayes Online Courses1:1 Mentorship with meOurtheme music is « Good Bayesian », by Baba Brinkman (feat MC Lars andMega Ran). Check out his awesome work!Visit our Patreon page to unlock exclusive Bayesian swag ;)Takeaways:BART models are non-parametric Bayesian models that approximate functions by summing trees.BART is recommended for quick modeling without extensive domain knowledge.PyMC-BART allows

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01:08:13

#121 Exploring Bayesian Structural Equation Modeling,...

Learning Bayesian Statistics ·

2024/12/11

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!My Intuitive Bayes Online Courses1:1 Mentorship with meOurtheme music is « Good Bayesian », by Baba Brinkman (feat MC Lars andMega Ran). Check out his awesome work!Visit our Patreon page to unlock exclusive Bayesian swag ;)Takeaways:CFA is commonly used in psychometrics to validate theoretical constructs.Theoretical structure is crucial in confirmatory factor analysis.Bayesian approaches offer flexibility in

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01:01:39

#120 Innovations in Infectious Disease Modeling, with...

Learning Bayesian Statistics ·

2024/11/27

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!My Intuitive Bayes Online Courses1:1 Mentorship with meOurtheme music is « Good Bayesian », by Baba Brinkman (feat MC Lars andMega Ran). Check out his awesome work!Visit our Patreon page to unlock exclusive Bayesian swag ;)-------------------------Love the insights from this episode? Make sure you never miss a beat with Chatpods! Whether you're commuting, working out, or just on the go, Chatpods lets you capture

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01:32:46

#116 Mastering Soccer Analytics, with Ravi Ramineni

Learning Bayesian Statistics ·

2024/10/02

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!My Intuitive Bayes Online Courses1:1 Mentorship with meOurtheme music is « Good Bayesian », by Baba Brinkman (feat MC Lars andMega Ran). Check out his awesome work!Visit our Patreon page to unlock exclusive Bayesian swag ;)Takeaways:Building an athlete management system and a scouting and recruitment platform are key goals in football analytics.The focus is on informing training decisions, preventing injuries, and

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01:39:51

#115 Using Time Series to Estimate Uncertainty, with...

Learning Bayesian Statistics ·

2024/09/17

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!My Intuitive Bayes Online Courses1:1 Mentorship with meOurtheme music is « Good Bayesian », by Baba Brinkman (feat MC Lars andMega Ran). Check out his awesome work!Visit our Patreon page to unlock exclusive Bayesian swag ;)Takeaways:State space models and traditional time series models are well-suited to forecast loss ratios in the insurance industry, although actuaries have been slow to adopt modern statistical

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01:30:51

#113 A Deep Dive into Bayesian Stats, with Alex...

Learning Bayesian Statistics ·

2024/08/22

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!My Intuitive Bayes Online Courses1:1 Mentorship with meOurtheme music is « Good Bayesian », by Baba Brinkman (feat MC Lars andMega Ran). Check out his awesome work!Visit our Patreon page to unlock exclusive Bayesian swag ;)Takeaways:Bayesian statistics is a powerful framework for handling complex problems, making use of prior knowledge, and excelling with limited data.Bayesian statistics provides a framework for

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01:25:43

#111 Nerdinsights from the Football Field, with...

Learning Bayesian Statistics ·

2024/07/24

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!My Intuitive Bayes Online Courses1:1 Mentorship with meOurtheme music is « Good Bayesian », by Baba Brinkman (feat MC Lars andMega Ran). Check out his awesome work!Visit our Patreon page to unlock exclusive Bayesian swag ;)Takeaways:Communicating Bayesian concepts to non-technical audiences in sports analytics can be challenging, but it is important to provide clear explanations and address

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01:10:50

#109 Prior Sensitivity Analysis, Overfitting & Model...

Learning Bayesian Statistics ·

2024/06/25

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!My Intuitive Bayes Online Courses1:1 Mentorship with meOurtheme music is « Good Bayesian », by Baba Brinkman (feat MC Lars andMega Ran). Check out his awesome work !Visit our Patreon page to unlock exclusive Bayesian swag ;)TakeawaysBayesian methods align better with researchers' intuitive understanding of research questions and provide more tools to evaluate and understand models.Prior sensitivity analysis is

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01:18:04

#108 Modeling Sports & Extracting Player Values, with...

Learning Bayesian Statistics ·

2024/06/14

Proudly sponsored by PyMC Labs, the Bayesian Consultancy. Book a call, or get in touch!My Intuitive Bayes Online Courses1:1 Mentorship with meFolks, you may know it by now: I’m a huge sports fan! So needless to say that this episode was like being in a candy store for me. Paul Sabin is so knowledgeable that this conversation was an absolute blast for me!In it, Paul discusses his experience with non-stats stakeholders in sports analytics and the challenges of convincing them to adopt evidence-based

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