Navigating Expertise Gaps - ML 172

Navigating Expertise Gaps - ML 172

In today's episode, Ben and Michael discuss how to handle situations involving individuals lacking expertise in machine learning projects. They explore scenarios where a team lacks expertise, considering approaches for consultants or team members. They discuss various personality types encountered in such situations, including those overly suspicious or resistant to change. Moreover, they discuss how to convince a boss that a proposed project is a bad idea, suggesting a structured approach with clear estimates, risk assessment, and alternative solutions. They emphasize the importance of honesty, transparency, and presenting options with clear pros and cons.
The discussion then returns to the Gen AI time-series case study, suggesting a presentation of multiple options, including established algorithms and the Gen AI approach, to facilitate a data-driven decision.
Finally, the episode addresses the scenario of a teammate being untrained about a system they built, suggesting a combination of direct but constructive feedback and a collaborative approach to identify the root cause of the issue.


Socials


Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

Episoder(209)

Don't Let These Things Keep You From Podcasting - BONUS

Don't Let These Things Keep You From Podcasting - BONUS

Charles talks about the things that get developers stuck when they're trying to start their podcast or other influencer channel. He explains how to get around having those things hamper your journey. ...

29 Apr 202115min

BONUS: Relationships Matter Most

BONUS: Relationships Matter Most

Charles Max Wood talks about how to build, grow, and benefit from positive relationships within programming. He talks about how he's built genuine positive relationships with hundreds of programmers a...

23 Apr 202119min

ML 027: Staying Current in Machine Learning

ML 027: Staying Current in Machine Learning

Miguel and Chuck discuss how to stay current in the rapidly changing world of Machine Learning and Artificial Intelligence. They go over how to pick books, newsletters, podcasts, and other resources t...

22 Apr 202141min

BONUS: How Opportunities Come Your Way When You're an Influencer

BONUS: How Opportunities Come Your Way When You're an Influencer

Charles Max Wood discusses several opportunities that came his way early in his podcasting career and other opportunities that have come to other people after only a couple of podcast episodes. He exp...

16 Apr 202120min

BONUS: How Opportunities Come Your Way When You're an Influencer

BONUS: How Opportunities Come Your Way When You're an Influencer

Charles Max Wood discusses several opportunities that came his way early in his podcasting career and other opportunities that have come to other people after only a couple of podcast episodes. He exp...

15 Apr 202122min

BONUS: What is Charles Max Wood's Biggest Payoff for Being a Dev Influencer?

BONUS: What is Charles Max Wood's Biggest Payoff for Being a Dev Influencer?

Charles Max Wood started podcasting because it sounded fun and because he wanted to talk about technology. He learned pretty quickly that it got him access to people who understood the things he wante...

9 Apr 202131min

ML 026: Sweetviz with Francois Bertrand

ML 026: Sweetviz with Francois Bertrand

Francois Bertrand is the author of a tool that builds in powerful data visualization tools for datasets that allow data scientists and machine learning engineers to look at their data and analyze vari...

8 Apr 202153min

BONUS: How Jason Weimann Became a Game Developer

BONUS: How Jason Weimann Became a Game Developer

Jason Weimann started out as an enthusiast of the Massively Multiplayer Online Role Playing Game, Everquest. After becoming a software developer and building a collaborative community playing the game...

2 Apr 202139min

Populært innen Business og økonomi

stopp-verden
lydartikler-fra-aftenposten
dine-penger-pengeradet
e24-podden
rss-penger-polser-og-politikk
rss-borsmorgen-okonominyhetene
finansredaksjonen
pengepodden-2
pengesnakk
livet-pa-veien-med-jan-erik-larssen
tid-er-penger-en-podcast-med-peter-warren
rss-sunn-okonomi
morgenkaffen-med-finansavisen
utbytte
stormkast-med-valebrokk-stordalen
lederpodden
rss-markedspuls-2
liberal-halvtime
rss-politisk-preik
okonomiamatorene