Combating Burnout in Machine Learning: Strategies for Balance and Collaboration - ML 178

Combating Burnout in Machine Learning: Strategies for Balance and Collaboration - ML 178

In this episode, Ben and Michael explore burnout, particularly in machine learning and data science. They highlight that burnout stems from exhaustion, cynicism, and inefficiency and can be caused by repetitive tasks, overwhelming workloads, or being in the wrong role. They also tackle strategies to combat burnout, including collaborating with others, mentoring, shifting focus between tasks, and hiring more people to distribute the workload. A key takeaway is the importance of knowledge sharing and not hoarding tasks for job security, as this can lead to burnout and inefficiency. They also discuss managing burnout and its components, particularly exhaustion, cynicism, and inefficiency, through personal experiences. Finally, they talk about how burnout can lead to inefficiency and physical manifestations, like a lack of motivation to engage in activities outside of work.


Socials


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

Jaksot(209)

Tensorflow.js with Gant Laborde - ML 028

Tensorflow.js with Gant Laborde - ML 028

Gant's back!!! He's releasing a book with Manning Publishing about Tensorflow.js and he's here to discuss all the details with us. He explains the difference between Teonsorflow and Tensorflow.js and goes into some of the pros and cons of using it. He also explains the concepts he goes over for new ML engineers and for ML engineers learning JavaScript. Panel Charles Max Wood Guest Gant Laborde Sponsors Dev Influencers Accelerator Links Learning TensorFlow.js by Gant LabordeLearning TensorFlow.js: Powerful Machine Learning in JavaScript  by Gant LabordeTwitter: Gant Laborde ( @GantLaborde )gantlaborde.com Picks Charles- monday.comCharles- The Sales Development Playbook Trish BertuzziGant- Antifragile by Nassim Nicholas Taleb Advertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

29 Huhti 202150min

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 and how he and others have grown from those relationships. He also explains that you get out of relationships what you put into them. Finally, he goes into how to begin to build relationships by building a system of influence you can use on behalf of the people you want relationships with. Panel Charles Max WoodAdvertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

23 Huhti 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 to up your Machine Learning knowledge and skills. Panel Charles Max WoodMiguel Morales Sponsors Dev Influences Accelerator Picks Charles- The Umbrella AcademyCharles- The Sales Development PlaybookMiguel- Deep Reinforcement LearningAdvertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

22 Huhti 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 explains why that happens and how you can use this to create more influence as a developer. Panel Charles Max WoodAdvertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

16 Huhti 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 explains why that happens and how you can use this to create more influence as a developer. Panel Charles Max WoodAdvertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

15 Huhti 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 wanted to learn. The reasons changed over the years, as Charles explains before he talks about the big payoff he gets now from doing the podcasts. Panel Charles Max WoodAdvertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

9 Huhti 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 various qualities that they have. This could allow engineers to make qualitative calls regarding the data they use to train their models or evaluate the results they get from models after the fact. Francois explains how he built it and how to use it for these types of uses. Panel Charles Max WoodMiguel Morales Guest Francois Bertrand Sponsors Dev Influencers Accelerator Links FRANCOIS BERTRAND | DATA VISUALIZATION DESIGNER Picks Charles- Dev Influencers | Devchat.tvCharles- Teachable: Create and sell online course and teachingCharles- Walkie Talkie App for Team Communication | VoxerCharles- ThriveCartCharles- ScreenFlowFrancios- Featuretools | An open source python framework for automated feature engineeringMiguel- Deep Unsupervised Learning -- Berkeley Spring 2020Advertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

8 Huhti 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, learn how he used his connections to get a job working for the company that made the game, even if it wasn't a job working as a game developer and how that led to a career working on one of the most popular online games of the time. Panel Charles Max WoodAdvertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

2 Huhti 202139min

Suosittua kategoriassa Liike-elämä ja talous

puheenaihe
mimmit-sijoittaa
psykopodiaa-podcast
sijotuskasti
rss-rahapodi
pomojen-suusta
ostan-asuntoja-podcast
raharesepti
herrasmieshakkerit
rss-neuvottelija-sami-miettinen
inderespodi
rss-tyoelaman-timantteja
leadcast
oppimisen-psykologia
hyva-paha-johtaminen
rss-myynti-ei-ole-kirosana
kasvun-kipuja
sijoituspodi
rss-paikoillenne-valmiit-laakikseen
rss-hyvat-tyypit-tyossa-asiaa-rekrytoinnista