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)

BONUS: How to Crush Your Biggest Goals in 2021

BONUS: How to Crush Your Biggest Goals in 2021

Get the 2020 Goal Setting Workshop + Success Accelerator Deal HERE (Coupon Code: GOALS for a massive discount) Mani Vaya joins Charles Max Wood to walk him through the 6 pillars of success that lea...

1 Tammi 20211h 7min

ML 015: Extracting Value from Data with Alexey Grigorev

ML 015: Extracting Value from Data with Alexey Grigorev

Alexey Grigorev is the lead data scientist for one of the biggest classified ads companies in the world. He walks us through gathering, mining, and understanding data to improve things. One big compon...

29 Joulu 202052min

ML 014: Deep Learning with Structured Data with Mark Ryan

ML 014: Deep Learning with Structured Data with Mark Ryan

Mark Ryan is the lead Data Scientist for an insurance company in Toronto. He walks us through the ins and outs of structured data, how to manage it, and how to build Machine Learning systems. His book...

23 Joulu 202048min

BONUS: How to do LARGE Volumes of HIGH Quality Work - While Spending Fewer Hours Working

BONUS: How to do LARGE Volumes of HIGH Quality Work - While Spending Fewer Hours Working

Get the Black Friday/Cyber Monday "Double Your Productivity by 5pm Today" Deal Coupon Code: "DEEP" for a GIANT discount Mani provides us with strategies and tactics to get Deep Work time and how to...

27 Marras 202047min

ML 013: Recommender Systems with Frank Kane

ML 013: Recommender Systems with Frank Kane

In this episode of Adventures in Machine Learning, the amazing author and course creator Frank Kane entertains our panel with information and examples. Beril Sirmacek, Gant Laborde, Daniel Svoboda, & ...

17 Marras 202048min

ML 012: Machine Learning for Mere Mortals with Nick Chase

ML 012: Machine Learning for Mere Mortals with Nick Chase

Nick Chase is the author of the video series “Machine Learning for Mere Mortals.” He helps break down some of the misconceptions about how complicated Machine Learning is and the magical parts of the ...

3 Marras 202036min

ML 011: History of AI in the UK with Laurence Moroney

ML 011: History of AI in the UK with Laurence Moroney

In this episode of Adventures in Machine Learning, the panelists chat with Laurence Moroney about the history of AI in the UK. We talk about the AI overlords, ethics, and the need for teaching. Indust...

27 Loka 202055min

ML 010: Brains, Guitars, and JavaScript with Milecia McGregor

ML 010: Brains, Guitars, and JavaScript with Milecia McGregor

In this episode of Adventures in Machine Learning, Charles and Gant chat with Milecia about applying AI to UI/UX and the conversation takes a creative turn as they discuss plenty of other fun-filled a...

20 Loka 202045min

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