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.

Jaksot(209)

ML 021: Grokking Deep Reinforcement Learning with Miguel Morales

ML 021: Grokking Deep Reinforcement Learning with Miguel Morales

Miguel Morales is a Machine Learning engineer at Lockheed Martin and teaches at Georgia Institute of Technology. This episode starts with a basic explanation of Reinforcement Learning. Miguel then tal...

16 Helmi 20211h 5min

BONUS: Measuring Apps and Entrepreneurship with John-Daniel Trask

BONUS: Measuring Apps and Entrepreneurship with John-Daniel Trask

John-Daniel Trask, founder and CEO of Raygun, talks about his experience building a monitoring company and about how to measure the speed and quality of your code. Advertising Inquiries: https://red...

5 Helmi 202150min

BONUS: Measuring Apps and Entrepreneurship with John-Daniel Trask

BONUS: Measuring Apps and Entrepreneurship with John-Daniel Trask

John-Daniel Trask, founder and CEO of Raygun, talks about his experience building a monitoring company and about how to measure the speed and quality of your code. Advertising Inquiries: https://red...

5 Helmi 202150min

ML 020: How to Make an Impact on the Development Community

ML 020: How to Make an Impact on the Development Community

Charles Max Wood takes a solo flight into how to make an impact on the development community and build the career you want at the same time. Chuck starts out summarizing his journey over the last year...

2 Helmi 202145min

ML 019: Artificial Intelligence as a Service with Peter Elger and Eóin Shanaghy

ML 019: Artificial Intelligence as a Service with Peter Elger and Eóin Shanaghy

Peter Elger and Eóin Shanaghy join Charles Max Wood to dive into what Artificial Intelligence and Machine Learning related services are available for people to use. Peter and Eóin are experts in AWS a...

26 Tammi 202157min

ML 018: Mastering Data Pipelines with Apache Spark with Jean-Georges Perrin

ML 018: Mastering Data Pipelines with Apache Spark with Jean-Georges Perrin

Jean-Georges Perrin compares Apache Spark to an operating system for data management. He explains how it can be used to pull data from disparate data sources, process the data, feed it into Machine Le...

19 Tammi 202142min

ML 017: The Nature of the World and AI with Rishal Hurbans

ML 017: The Nature of the World and AI with Rishal Hurbans

Rishal Hurbans is the author of Grokking Artificial Intelligence Algorithms. He walks us through how to learn different Machine Learning algorithms. He also then walks us through the different types o...

12 Tammi 202142min

ML 016: Python as a Basis for Machine Learning with Ken Youens-Clark

ML 016: Python as a Basis for Machine Learning with Ken Youens-Clark

Ken Youens-Clark regales us with his history through Jazz, Microsoft Tech, and Python and bioinformatics. Regular expressions are a fundamental part of data identification and cleaning. Also, we touch...

5 Tammi 202159min

Suosittua kategoriassa Liike-elämä ja talous

sijotuskasti
mimmit-sijoittaa
rss-rahapodi
psykopodiaa-podcast
rss-rahamania
herrasmieshakkerit
ostan-asuntoja-podcast
taloudellinen-mielenrauha
rss-sami-miettinen-neuvottelija
rahapuhetta
juristipodi
rss-startup-ministerio
rss-paasipodi
rss-draivi
pomojen-suusta
rss-lahtijat
rss-rikasta-elamaa
rss-pinnan-alla-kiehuu
rss-sisalto-kuntoon
rss-seuraava-potilas